Publication FastMap, MetricMap, and Landmark MDS are all Nystrom Algorithms John Platt MSR-TR-2004-26 | January 2005
Publication Kernel Methods for Measuring Independence Arthur Gretton, Ralf Herbrich, Alexander Smola, Olivier Bousquet, Bernhard Scholkopf Journal of Machine Learning Research | January 2005, Vol 6: pp. 2075-2129
Publication Generalization Error Bounds for the Area Under the ROC curve Shivani Agarwal, Thore Graepel, Ralf Herbrich, Sariel Har-Peled, Dan Roth Journal of Machine Learning Research | January 2005, Vol 6: pp. 393-425
Publication Extracting Product Features and Opinions from Reviews Ana-Maria Popescu, Oren Etzioni Proceedings of HLT-EMNLP-05, the Human Language Technology Conference/Conference on Empirical Methods in Natural Language Processing | January 2005 Proceedings of HLT-EMNLP-05, the Human Language Technology Conference/Conference on Empirical Methods in Natural Language Processing
Publication Every decision tree has an influential variable Ryan O’Donnell, Mike Saks, Oded Schramm, Rocco Servedio Proceedings of the 46th Annual Symposium on Foundations of Computer Science (FOCS) | January 2005 To appear
Publication Parameter Adjustment Based on Performance Prediction: Towards an Instance-Aware Problem Solver Frank Hutter, Youssef Hamadi MSR-TR-2005-125 | January 2005
Publication An Efficient Quantum Algorithm for the Hidden Subgroup Problem over Weyl-Heisenberg Groups Hari Krovi, Martin Roetteler Proceedings of Mathematical Methods in Computer Science (MMICS’08) | January 2005
Publication Computing the Shortest Path: A* Search Meets Graph Theory Andrew Goldberg Proc. ACM_SIAM Symp. on Discrete Algorithms | January 2005 Proc. ACM_SIAM Symp. on Discrete Algorithms
Publication Poisson-Networks: A Model for structured point processes Shyamsundar Rajaram, Thore Graepel, Ralf Herbrich Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics | January 2005 Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics
Publication Extracting Emotional Polarity of Words using Spin Model Hiroya Takamura, Takashi Inui, Manabu Okumura Proceedings of ACL-05, 43rd Annual Meeting of the Association for Computational Linguistics | January 2005 Proceedings of ACL-05, 43rd Annual Meeting of the Association for Computational Linguistics
Research
Research