@Proceedings{icml2010,
  title = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/},
  publisher = {Omnipress}
}

@InProceedings{icml2010_001,
  author =    {Chid Apte},
  title =     {The Role of Machine Learning in Business Optimization},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1--2},
  year =      2010,
  editor =    {Johannes F\"urnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/903.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_002,
  author =    {Mark Cummins and Paul Newman},
  title =     {{FAB-MAP}: Appearance-Based Place Recognition and Mapping using a Learned Visual Vocabulary Model},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {3--10},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/906.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_003,
  author =    {Pedro Felzenszwalb and Ross Girshick and David McAllester and Deva Ramanan},
  title =     {Discriminative Latent Variable Models for Object Detection},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {11--12},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/907.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_004,
  author =    {Thore Graepel and Joaquin Qui{\~{n}}onero Candela and Thomas Borchert and Ralf Herbrich},
  title =     {Web-Scale {Bayesian} Click-Through rate Prediction for Sponsored Search Advertising in {Microsoft}'s {Bing} Search Engine},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {13--20},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/901.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_005,
  author =    {Christopher Raphael},
  title =     {Music Plus One and Machine Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {21--28},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/904.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_006,
  author =    {Benjamin Snyder and Regina Barzilay},
  title =     {Climbing the {Tower of Babel}: Unsupervised Multilingual Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {29--36},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/905.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_007,
  author =    {Wei Xu and Ling Huang and Armando Fox and David Patterson and Michael I. Jordan},
  title =     {Detecting Large-Scale System Problems by Mining Console Logs},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {37--46},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/902.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_008,
  author =    {Arthur U. Asuncion and Qiang Liu and Alexander T. Ihler and Padhraic Smyth},
  title =     {Particle Filtered {MCMC-MLE} with Connections to Contrastive Divergence},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {47--54},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/246.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_009,
  author =    {R\'{e}mi Bardenet and Bal{\'a}zs K{\'e}gl},
  title =     {Surrogating the surrogate: accelerating {Gaussian}-process-based global optimization with a mixture cross-entropy algorithm},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {55--62},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/297.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_010,
  author =    {Nicholas Bartlett and David Pfau and Frank Wood},
  title =     {Forgetting Counts: Constant Memory Inference for a Dependent Hierarchical Pitman-Yor Process},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {63--70},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/549.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_011,
  author =    {Sahely Bhadra and Sourangshu Bhattacharya and Chiranjib Bhattacharyya and Aharon Ben-tal},
  title =     {Robust Formulations for Handling Uncertainty in Kernel Matrices},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {71--78},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/268.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_012,
  author =    {Mustafa Bilgic and Lilyana Mihalkova and Lise Getoor},
  title =     {Active Learning for Networked Data},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {79--86},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/544.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_013,
  author =    {David M. Blei and Peter Frazier},
  title =     {Distance dependent {Chinese} restaurant processes},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {87--94},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/551.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_014,
  author =    {Gianluca Bontempi and Patrick E. Meyer},
  title =     {Causal filter selection in microarray data},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {95--102},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/78.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_015,
  author =    {Antoine Bordes and Nicolas Usunier and Jason Weston},
  title =     {Label Ranking under Ambiguous Supervision for Learning Semantic Correspondences},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {103--110},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/331.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_016,
  author =    {Y-Lan Boureau and Jean Ponce and Yann LeCun},
  title =     {A Theoretical Analysis of Feature Pooling in Visual Recognition},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {111--118},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/638.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_017,
  author =    {Bruno Bouzy and Marc Metivier},
  title =     {Multi-agent Learning Experiments on Repeated Matrix Games},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {119--126},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/76.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_018,
  author =    {Joseph K. Bradley and Carlos Guestrin},
  title =     {Learning Tree Conditional Random Fields},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {127--134},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/586.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_019,
  author =    {Nader H. Bshouty and Philip M. Long},
  title =     {Finding Planted Partitions in Nearly Linear Time using Arrested Spectral Clustering},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {135--142},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/119.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_020,
  author =    {R{\'o}bert Busa-Fekete and Bal{\'a}zs K{\'e}gl},
  title =     {Fast boosting using adversarial bandits},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {143--150},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/263.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_021,
  author =    {Kevin R. Canini and Mikhail M. Shashkov and Thomas L. Griffiths},
  title =     {Modeling Transfer Learning in Human Categorization with the Hierarchical Dirichlet Process},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {151--158},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/180.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_022,
  author =    {Bin Cao and Nathan Nan Liu and Qiang Yang},
  title =     {Transfer Learning for Collective Link Prediction in Multiple Heterogenous Domains},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {159--166},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/505.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_023,
  author =    {Miguel {\'A}. Carreira-Perpi{\~{n}}{\'a}n},
  title =     {The Elastic Embedding Algorithm for Dimensionality Reduction},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {167--174},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/123.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_024,
  author =    {Nicolo Cesa-Bianchi and Claudio Gentile and Fabio Vitale and Giovanni Zappella},
  title =     {Random Spanning Trees and the Prediction of Weighted Graphs},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {175--182},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/298.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_025,
  author =    {Nicolo Cesa-Bianchi and Shai Shalev-Shwartz and Ohad Shamir},
  title =     {Efficient Learning with Partially Observed Attributes},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {183--190},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/319.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_026,
  author =    {Doran Chakraborty and Peter Stone},
  title =     {Convergence, Targeted Optimality, and Safety in Multiagent Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {191--198},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/453.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_027,
  author =    {Ming-Wei Chang and Vivek Srikumar and Dan Goldwasser and Dan Roth},
  title =     {Structured Output Learning with Indirect Supervision},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {199--206},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/522.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_028,
  author =    {Yutian Chen and Max Welling},
  title =     {Dynamical Products of Experts for Modeling Financial Time Series},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {207--214},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/175.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_029,
  author =    {Weiwei Cheng and Krzysztof Dembczynski and Eyke H{\"u}llermeier},
  title =     {Label Ranking Methods based on the {Plackett-Luce} Model},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {215--222},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/353.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_030,
  author =    {Weiwei Cheng and Krzysztof Dembczynski and Eyke H{\"u}llermeier},
  title =     {Graded Multilabel Classification: The Ordinal Case},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {223--230},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/596.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_031,
  author =    {Michael H. Coen and M. Hidayath Ansari and Nathanael Fillmore},
  title =     {Comparing Clusterings in Space},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {231--238},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/642.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_032,
  author =    {Corinna Cortes and Mehryar Mohri and Afshin Rostamizadeh},
  title =     {Two-Stage Learning Kernel Algorithms},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {239--246},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/125.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_033,
  author =    {Corinna Cortes and Mehryar Mohri and Afshin Rostamizadeh},
  title =     {Generalization Bounds for Learning Kernels},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {247--254},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/179.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_034,
  author =    {Fabrizio Costa and Kurt De Grave},
  title =     {Fast Neighborhood Subgraph Pairwise Distance Kernel},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {255--262},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/347.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_035,
  author =    {Sajib Dasgupta and Vincent Ng},
  title =     {Mining Clustering Dimensions},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {263--270},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/582.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_036,
  author =    {Jesse Davis and Pedro Domingos},
  title =     {Bottom-Up Learning of Markov Network Structure},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {271--278},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/537.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_037,
  author =    {Krzysztof Dembczynski and Weiwei Cheng and Eyke H{\"u}llermeier},
  title =     {Bayes Optimal Multilabel Classification via Probabilistic Classifier Chains},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {279--286},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/589.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_038,
  author =    {Thomas Deselaers and Vittorio Ferrari},
  title =     {A Conditional Random Field for Multiple-Instance Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {287--294},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/87.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_039,
  author =    {Joshua V. Dillon and Krishnakumar Balasubramanian and Guy Lebanon},
  title =     {Asymptotic Analysis of Generative Semi-Supervised Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {295--302},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/107.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_040,
  author =    {Frank Dondelinger and Sophie Lebre and Dirk Husmeier},
  title =     {Heterogeneous Continuous Dynamic {Bayesian} Networks with Flexible Structure and Inter-Time Segment Information Sharing},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {303--310},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/286.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_041,
  author =    {Carlton Downey and Scott Sanner},
  title =     {Temporal Difference {Bayesian} Model Averaging: A {Bayesian} Perspective on Adapting Lambda},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {311--318},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/295.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_042,
  author =    {Gregory Druck and Andrew McCallum},
  title =     {High-Performance Semi-Supervised Learning using Discriminatively Constrained Generative Models},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {319--326},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/643.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_043,
  author =    {John C. Duchi and Lester W. Mackey and Michael I. Jordan},
  title =     {On the Consistency of Ranking Algorithms},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {327--334},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/421.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_044,
  author =    {Krishnamurthy Dvijotham and Emanuel Todorov},
  title =     {Inverse Optimal Control with Linearly-Solvable {MDPs}},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {335--342},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/571.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_045,
  author =    {Tal El-Hay and Ido Cohn and Nir Friedman and Raz Kupferman},
  title =     {Continuous-Time Belief Propagation},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {343--350},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/378.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_046,
  author =    {Lev Faivishevsky and Jacob Goldberger},
  title =     {Nonparametric Information Theoretic Clustering Algorithm},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {351--358},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/168.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_047,
  author =    {Romaric Gaudel and Michele Sebag},
  title =     {Feature Selection as a One-Player Game},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {359--366},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/247.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_048,
  author =    {Matan Gavish and Boaz Nadler and Ronald R. Coifman},
  title =     {Multiscale Wavelets on Trees, Graphs and High Dimensional Data: Theory and Applications to Semi Supervised Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {367--374},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/137.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_049,
  author =    {Sean M. Gerrish and David M. Blei},
  title =     {A Language-based Approach to Measuring Scholarly Impact},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {375--382},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/384.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_050,
  author =    {Noam Goldberg and Jonathan Eckstein},
  title =     {Boosting Classifiers with Tightened L0-Relaxation Penalties},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {383--390},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/23.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_051,
  author =    {Ryan Gomes and Andreas Krause},
  title =     {Budgeted Nonparametric Learning from Data Streams},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {391--398},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/433.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_052,
  author =    {Karol Gregor and Yann LeCun},
  title =     {Learning Fast Approximations of Sparse Coding},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {399--406},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/449.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_053,
  author =    {Alexander Grubb and J. Andrew Bagnell},
  title =     {Boosted Backpropagation Learning for Training Deep Modular Networks},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {407--414},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/451.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_054,
  author =    {Andrew Guillory and Jeff Bilmes},
  title =     {Interactive Submodular Set Cover},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {415--422},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/436.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_055,
  author =    {Bharath Hariharan and Lihi Zelnik-Manor and S. V. N. Vishwanathan and Manik Varma},
  title =     {Large Scale Max-Margin Multi-Label Classification with Priors},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {423--430},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/344.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_056,
  author =    {Abhay Harpale and Yiming Yang},
  title =     {Active Learning for Multi-Task Adaptive Filtering},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {431--438},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/620.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_057,
  author =    {Matthew D. Hoffman and David M. Blei and Perry R. Cook},
  title =     {Bayesian Nonparametric Matrix Factorization for Recorded Music},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {439--446},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/523.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_058,
  author =    {Jean Honorio and Dimitris Samaras},
  title =     {Multi-Task Learning of {Gaussian} Graphical Models},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {447--454},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/35.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_059,
  author =    {Jonathan Huang and Carlos Guestrin},
  title =     {Learning Hierarchical Riffle Independent Groupings from Rankings},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {455--462},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/605.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_060,
  author =    {Martial Hue and Jean-Philippe Vert},
  title =     {On learning with kernels for unordered pairs},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {463--470},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/520.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_061,
  author =    {Martin Jaggi and Marek Sulovsk{\'y}},
  title =     {A Simple Algorithm for Nuclear Norm Regularized Problems},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {471--478},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/196.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_062,
  author =    {Dominik Janzing and Patrik O. Hoyer and Bernhard Sch{\"o}lkopf},
  title =     {Telling cause from effect based on high-dimensional observations},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {479--486},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/576.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_063,
  author =    {Rodolphe Jenatton and Julien Mairal and Guillaume Obozinski and Francis Bach},
  title =     {Proximal Methods for Sparse Hierarchical Dictionary Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {487--494},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/416.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_064,
  author =    {Shuiwang Ji and Wei Xu and Ming Yang and Kai Yu},
  title =     {{3D} Convolutional Neural Networks for Human Action Recognition},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {495--502},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/100.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_065,
  author =    {Vladimir Jojic and Stephen Gould and Daphne Koller},
  title =     {Accelerated dual decomposition for MAP inference},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {503--510},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/628.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_066,
  author =    {Shivaram Kalyanakrishnan and Peter Stone},
  title =     {Efficient Selection of Multiple Bandit Arms: Theory and Practice},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {511--518},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/410.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_067,
  author =    {Dongmin Kim and Suvrit Sra and Inderjit Dhillon},
  title =     {A scalable trust-region algorithm with application to mixed-norm regression},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {519--526},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/562.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_068,
  author =    {Minyoung Kim and Fernando De la Torre},
  title =     {Local Minima Embedding},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {527--534},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/374.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_069,
  author =    {Minyoung Kim and Fernando De la Torre},
  title =     {Gaussian Processes Multiple Instance Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {535--542},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/412.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_070,
  author =    {Seyoung Kim and Eric P. Xing},
  title =     {Tree-Guided Group {Lasso} for Multi-Task Regression with Structured Sparsity},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {543--550},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/352.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_071,
  author =    {Stanley Kok and Pedro Domingos},
  title =     {Learning Markov Logic Networks Using Structural Motifs},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {551--558},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/502.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_072,
  author =    {Mladen Kolar and Ankur P. Parikh and Eric P. Xing},
  title =     {On Sparse Nonparametric Conditional Covariance Selection},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {559--566},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/197.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_073,
  author =    {Andreas Krause and Volkan Cevher},
  title =     {Submodular Dictionary Selection for Sparse Representation},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {567--574},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/366.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_074,
  author =    {Brian Kulis and Peter L. Bartlett},
  title =     {Implicit Online Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {575--582},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/429.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_075,
  author =    {Tobias Lang and Marc Toussaint},
  title =     {Probabilistic Backward and Forward Reasoning in Stochastic Relational Worlds},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {583--590},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/77.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_076,
  author =    {Nathan Lay and Adrian Barbu},
  title =     {Supervised Aggregation of Classifiers using Artificial Prediction Markets},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {591--598},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/99.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_077,
  author =    {Alessandro Lazaric and Mohammad Ghavamzadeh},
  title =     {Bayesian Multi-Task Reinforcement Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {599--606},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/269.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_078,
  author =    {Alessandro Lazaric and Mohammad Ghavamzadeh and R{\'e}mi Munos},
  title =     {Analysis of a Classification-based Policy Iteration Algorithm},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {607--614},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/303.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_079,
  author =    {Alessandro Lazaric and Mohammad Ghavamzadeh and R{\'e}mi Munos},
  title =     {Finite-Sample Analysis of {LSTD}},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {615--622},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/598.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_080,
  author =    {Nicolas Le Roux and Andrew Fitzgibbon},
  title =     {A fast natural {Newton} method},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {623--630},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/438.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_081,
  author =    {Mu Li and James T. Kwok and Bao-Liang Lu},
  title =     {Making Large-Scale Nystr{\"o}m Approximation Possible},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {631--638},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/242.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_082,
  author =    {Percy Liang and Michael I. Jordan and Dan Klein},
  title =     {Learning Programs: A Hierarchical {Bayesian} Approach},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {639--646},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/568.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_083,
  author =    {Percy Liang and Nati Srebro},
  title =     {On the Interaction between Norm and Dimensionality: Multiple Regimes in Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {647--654},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/601.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_084,
  author =    {Frank Lin and William W. Cohen},
  title =     {Power Iteration Clustering},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {655--662},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/387.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_085,
  author =    {Guangcan Liu and Zhouchen Lin and Yong Yu},
  title =     {Robust Subspace Segmentation by Low-Rank Representation},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {663--670},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/521.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_086,
  author =    {Hairong Liu and Shuicheng Yan},
  title =     {Robust Graph Mode Seeking by Graph Shift},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {671--678},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/132.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_087,
  author =    {Wei Liu and Junfeng He and Shih-Fu Chang},
  title =     {Large Graph Construction for Scalable Semi-Supervised Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {679--686},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/16.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_088,
  author =    {Yan Liu and Alexandru Niculescu-Mizil and Aurélie Lozano  and Yong Lu},
  title =     {Learning Temporal Causal Graphs for Relational Time-Series Analysis},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {687--694},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/235.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_089,
  author =    {Daniel J. Lizotte and Michael Bowling and Susan A. Murphy},
  title =     {Efficient Reinforcement Learning with Multiple Reward Functions for Randomized Controlled Trial Analysis},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {695--702},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/464.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_090,
  author =    {Philip M. Long and Rocco A. Servedio},
  title =     {Restricted {Boltzmann} Machines are Hard to Approximately Evaluate or Simulate},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {703--710},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/115.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_091,
  author =    {Lester W. Mackey and David Weiss and Michael I. Jordan},
  title =     {Mixed Membership Matrix Factorization},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {711--718},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/553.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_092,
  author =    {Hamid Reza Maei and Csaba Szepesvari and Shalabh Bhatnagar and Richard S. Sutton},
  title =     {Toward Off-Policy Learning Control with Function Approximation},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {719--726},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/627.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_093,
  author =    {M. M. Hassan Mahmud},
  title =     {Constructing States for Reinforcement Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {727--734},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/593.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_094,
  author =    {James Martens},
  title =     {Deep learning via Hessian-free optimization},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {735--742},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/458.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_095,
  author =    {James Martens},
  title =     {Learning the Linear Dynamical System with {ASOS}},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {743--750},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/532.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_096,
  author =    {Mahdokht Masaeli and Glenn Fung and Jennifer G. Dy},
  title =     {From Transformation-Based Dimensionality Reduction to Feature Selection},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {751--758},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/333.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_097,
  author =    {Hamed Masnadi-Shirazi and Nuno Vasconcelos},
  title =     {Risk minimization, probability elicitation, and cost-sensitive {SVM}s},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {759--766},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/376.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_098,
  author =    {Julian J. McAuley and Tib{\'{e}}rio S. Caetano},
  title =     {Exploiting Data-Independence for Fast Belief-Propagation},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {767--774},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/202.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_099,
  author =    {Brian McFee and Gert Lanckriet},
  title =     {Metric Learning to Rank},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {775--782},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/504.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_100,
  author =    {Ofer Meshi and David Sontag and Tommi Jaakkola and Amir Globerson},
  title =     {Learning Efficiently with Approximate Inference via Dual Losses},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {783--790},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/587.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_101,
  author =    {Renqiang Min and Laurens van der Maaten and Zineng Yuan and Anthony Bonner and Zhaolei Zhang},
  title =     {Deep Supervised t-Distributed Embedding},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {791--798},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/149.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_102,
  author =    {Tetsuro Morimura and Masashi Sugiyama and Hisashi Kashima  and Hirotaka Hachiya and Toshiyuki Tanaka},
  title =     {Nonparametric Return Distribution Approximation for Reinforcement Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {799--806},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/652.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_103,
  author =    {Vinod Nair and Geoffrey E. Hinton},
  title =     {Rectified Linear Units Improve Restricted {Boltzmann} Machines},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {807--814},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/432.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_104,
  author =    {Shinichi Nakajima and Masashi Sugiyama},
  title =     {Implicit Regularization in Variational {Bayesian} Matrix Factorization},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {815--822},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/518.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_105,
  author =    {Sahand Negahban and Martin J. Wainwright},
  title =     {Estimation of (near) low-rank matrices with noise and high-dimensional scaling},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {823--830},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/195.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_106,
  author =    {Donglin Niu and Jennifer G. Dy and Michael I. Jordan},
  title =     {Multiple Non-Redundant Spectral Clustering Views},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {831--838},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/342.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_107,
  author =    {Santiago Onta{\~{n}}{\'o}n and Enric Plaza},
  title =     {Multiagent Inductive Learning: an Argumentation-based Approach},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {839--846},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/284.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_108,
  author =    {John Paisley and Aimee Zaas and Christopher W. Woods and Geoffrey S. Ginsburg and Lawrence Carin},
  title =     {A Stick-Breaking Construction of the Beta Process},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {847--854},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/371.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_109,
  author =    {Constantinos Panagiotakopoulos and Petroula Tsampouka},
  title =     {The Margin Perceptron with Unlearning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {855--862},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/176.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_110,
  author =    {David Pardoe and Peter Stone},
  title =     {Boosting for Regression Transfer},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {863--870},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/330.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_111,
  author =    {Marek Petrik and Gavin Taylor and Ron Parr and Shlomo Zilberstein},
  title =     {Feature Selection Using Regularization in Approximate Linear Programs for Markov Decision Processes},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {871--878},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/52.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_112,
  author =    {Liuyang Li and Barnab{\'a}s P{\'o}czos and Csaba Szepesvári and Russell Greiner},
  title =     {Budgeted Distribution Learning of Belief Net Parameters},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {879--886},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/406.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_113,
  author =    {Leonard K. M. Poon and Nevin L. Zhang and Tao Chen and Yi Wang},
  title =     {Variable Selection in Model-Based Clustering: To Do or To Facilitate},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {887--894},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/26.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_114,
  author =    {Monica Dinculescu and Doina Precup},
  title =     {Approximate Predictive Representations of Partially Observable Systems},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {895--902},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/588.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_115,
  author =    {Joseph Reisinger and Austin Waters and Bryan Silverthorn and Raymond J. Mooney},
  title =     {Spherical Topic Models},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {903--910},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/45.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_116,
  author =    {Stefan R{\"u}ping},
  title =     {{SVM} Classifier Estimation from Group Probabilities},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {911--918},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/223.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_117,
  author =    {Daniil Ryabko},
  title =     {Clustering processes},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {919--926},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/279.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_118,
  author =    {Yunus Saat{\c{c}}i and Ryan Turner and Carl Edward Rasmussen},
  title =     {Gaussian Process Change Point Models},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {927--934},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/170.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_119,
  author =    {Jun Sakuma and Hiromi Arai},
  title =     {Online Prediction with Privacy},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {935--942},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/259.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_120,
  author =    {Ruslan Salakhutdinov},
  title =     {Learning Deep {Boltzmann} Machines using Adaptive {MCMC}},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {943--950},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/441.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_121,
  author =    {Christoph Sawade  and Niels Landwehr and Steffen Bickel and Tobias Scheffer},
  title =     {Active Risk Estimation},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {951--958},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/285.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_122,
  author =    {Bruno Scherrer},
  title =     {Should one compute the Temporal Difference fix point or minimize the {Bellman} Residual? The unified oblique projection view},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {959--966},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/654.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_123,
  author =    {Matthias W. Seeger},
  title =     {Gaussian Covariance and Scalable Variational Inference},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {967--974},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/311.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_124,
  author =    {Ali Shoeb and John Guttag},
  title =     {Application of Machine Learning To Epileptic Seizure Detection},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {975--982},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/493.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_125,
  author =    {Aleksandrs Slivkins and Filip Radlinski and Sreenivas Gollapudi},
  title =     {Learning optimally diverse rankings over large document collections},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {983--990},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/446.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_126,
  author =    {Le Song and Sajid M. Siddiqi and Geoffrey Gordon and Alex Smola},
  title =     {Hilbert Space Embeddings of Hidden {Markov} Models},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {991--998},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/495.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_127,
  author =    {Soeren Sonnenburg and Vojtech Franc},
  title =     {{COFFIN}: A Computational Framework for Linear {SVM}s},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {999--1006},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/280.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_128,
  author =    {Jonathan Sorg and Satinder Singh and Richard Lewis},
  title =     {Internal Rewards Mitigate Agent Boundedness},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1007--1014},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/442.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_129,
  author =    {Niranjan Srinivas and Andreas Krause and Sham Kakade and Matthias Seeger},
  title =     {Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1015--1022},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/422.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_130,
  author =    {Zeeshan Syed and Ilan Rubinfeld},
  title =     {Unsupervised Risk Stratification in Clinical Datasets: Identifying Patients at Risk of Rare Outcomes},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1023--1030},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/310.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_131,
  author =    {Istv{\`a}n Szita and Csaba Szepesv{\'a}ri},
  title =     {Model-based reinforcement learning with nearly tight exploration complexity bounds},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1031--1038},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/546.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_132,
  author =    {Arthur Szlam and Xavier Bresson},
  title =     {Total Variation and Cheeger Cuts},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1039--1046},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/233.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_133,
  author =    {Mingkui Tan and Li Wang and Ivor W. Tsang},
  title =     {Learning Sparse {SVM} for Feature Selection on Very High Dimensional Datasets},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1047--1054},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/227.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_134,
  author =    {Yichuan Tang and Chris Eliasmith},
  title =     {Deep networks for robust visual recognition},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1055--1062},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/370.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_135,
  author =    {Mamadou Thiao and Tao Pham Dinh and Hoai An Le Thi},
  title =     {A DC Programming Approach for Sparse Eigenvalue Problem},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1063--1070},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/359.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_136,
  author =    {Christophe Thiery and Bruno Scherrer},
  title =     {Least-Squares Policy Iteration: Bias-Variance Trade-off in Control Problems},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1071--1078},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/336.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_137,
  author =    {Daniel Ting and Ling Huang and Michael I. Jordan},
  title =     {An Analysis of the Convergence of Graph {Laplacians}},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1079--1086},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/554.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_138,
  author =    {Ryota Tomioka and Taiji Suzuki and Masashi Sugiyama and Hisashi Kashima},
  title =     {A Fast Augmented Lagrangian Algorithm for Learning Low-Rank Matrices},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1087--1094},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/556.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_139,
  author =    {Han-Hsing Tu and Hsuan-Tien Lin},
  title =     {One-sided Support Vector Regression for Multiclass Cost-sensitive Classification},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1095--1102},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/207.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_140,
  author =    {David Vickrey and Cliff Chiung-Yu Lin and Daphne Koller},
  title =     {Non-Local Contrastive Objectives},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1103--1110},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/592.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_141,
  author =    {Julia E. Vogt and Sandhya Prabhakaran and Thomas J. Fuchs and Volker Roth},
  title =     {The Translation-invariant {Wishart-Dirichlet} Process for Clustering Distance Data},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1111--1118},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/248.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_142,
  author =    {Thomas J. Walsh and Kaushik Subramanian and Michael L. Littman and Carlos Diuk},
  title =     {Generalizing Apprenticeship Learning across Hypothesis Classes},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1119--1126},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/475.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_143,
  author =    {Jun Wang and Sanjiv Kumar and Shih-Fu Chang},
  title =     {Sequential Projection Learning for Hashing with Compact Codes},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1127--1134},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/178.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_144,
  author =    {Wei Wang and Zhi-Hua Zhou},
  title =     {A New Analysis of Co-Training},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1135--1142},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/275.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_145,
  author =    {Zhuang Wang and Koby Crammer and Slobodan Vucetic},
  title =     {Multi-Class {Pegasos} on a Budget},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1143--1150},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/569.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_146,
  author =    {Sinead Williamson and Chong Wang and Katherine A. Heller and David M. Blei},
  title =     {The {IBP} Compound {Dirichlet} Process and its Application to Focused Topic Modeling},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1151--1158},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/397.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_147,
  author =    {Xindong Wu and Kui Yu and Hao Wang and Wei Ding},
  title =     {Online Streaming Feature Selection},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1159--1166},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/238.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_148,
  author =    {Michael Wunder and Michael Littman and Monica Babes},
  title =     {Classes of Multiagent {Q}-learning Dynamics with epsilon-greedy Exploration},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1167--1174},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/191.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_149,
  author =    {Zenglin Xu and Rong Jin and Haiqin Yang and Irwin King and Michael R. Lyu},
  title =     {Simple and Efficient Multiple Kernel Learning by Group {Lasso}},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1175--1182},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/540.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_150,
  author =    {Feng Yan and Yuan (Alan) Qi},
  title =     {Sparse {Gaussian} Process Regression via L1 Penalization},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1183--1190},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/636.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_151,
  author =    {Haiqin Yang and Zenglin Xu and Irwin King and Michael R. Lyu},
  title =     {Online Learning for Group {Lasso}},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1191--1198},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/473.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_152,
  author =    {Tianbao Yang and Rong Jin and Anil K. Jain},
  title =     {Learning from Noisy Side Information by Generalized Maximum Entropy Model},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1199--1206},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/117.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_153,
  author =    {Huizhen Yu},
  title =     {Convergence of Least Squares Temporal Difference Methods Under General Conditions},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1207--1214},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/187.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_154,
  author =    {Kai Yu and Tong Zhang},
  title =     {Improved Local Coordinate Coding using Local Tangents},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1215--1222},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/454.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_155,
  author =    {Yi Zhang and Jeff Schneider},
  title =     {Projection Penalties: Dimension Reduction without Loss},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1223--1230},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/481.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_156,
  author =    {Peilin Zhao and Steven C.H. Hoi},
  title =     {{OTL}: A Framework of Online Transfer Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1231--1238},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/219.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_157,
  author =    {Jun Zhu and Eric P. Xing},
  title =     {Conditional Topic Random Fields},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1239--1246},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/420.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_158,
  author =    {Xiaojin Zhu and Bryan R. Gibson and Kwang-Sung Jun and Timothy T. Rogers and Joseph Harrison and Chuck Kalish},
  title =     {Cognitive Models of Test-Item Effects in Human Category Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1247--1254},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/468.pdf},
  publisher = {Omnipress}
}

@InProceedings{icml2010_159,
  author =    {Brian Ziebart and J. Andrew Bragnell and Anind K. Dey},
  title =     {Modeling Interaction via the Principle of Maximum Causal Entropy},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)},
  pages =     {1255--1262},
  year =      2010,
  editor =    {Johannes F{\"u}rnkranz and Thorsten Joachims},
  address =   {Haifa, Israel},
  month =     {June},
  URL =       {http://www.icml2010.org/papers/28.pdf},
  publisher = {Omnipress}
}