Machine Learning Publications

2007—2008

• Martin Szummer, Nick Craswell. Behavioral Classification on the Click Graph April 2008 World Wide Web Conf_at_end 1241--1242
• Marc'Aurelio Ranzato, Martin Szummer. Semi-supervised Learning of Compact Document Representations with Deep Networks July 2008 Proc 25th icml
• Anitha Kannan, John Winn, Carsten Rother. Clustering appearance and shape by learning jigsaws 2007 Cambridge, MA Advances in Neural Information Processing Systems 19 B. Schölkopf and J.C. Platt and T. Hofmann
• James Mickens, Martin Szummer, Dushyanth Narayanan. Snitch: Interactive Decision Trees for Troubleshooting Misconfigurations April 2007 SysML07: 2nd Workshop on Tackling Computer Systems Problems with Machine Learning Techniques
• Ralf Herbrich, Tom Minka, Thore Graepel. TrueSkill(TM): A Bayesian Skill Rating System 2007 Advances in Neural Information Processing Systems 20
• Carsten Rother, Vladimir Kolmogorov, Victor Lempitsky, Martin Szummer. Optimizing Binary MRFs via Extended Roof Duality June 2007 Proc Comp. Vision Pattern Recogn. (CVPR)
• Nick Craswell, Martin Szummer. Random Walks on the Click Graph July 2007 SIGIR Conf Research and Development in Information Retrieval 239--246

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