Publication On the Path to an Ideal ROC Curve: Considering Cost Asymmetry in Learning Classifiers Francis R. Bach, David Heckerman, Eric Horvitz Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics (AISTATS) | January 2005
Publication Der Einsatz Unterschiedlicher Klassifikationssysteme zur Rutschungserkennungs (in German) Michael Levit January 2005
Publication Paolo Uccello’s “Rout of San Romano”: Order from Chaos Martin Kemp, Antonio Criminisi NEW Magazine | January 2005
Publication Bi-layer segmentation of binocular stereo video Vladimir Kolmogorov, Antonio Criminisi, Andrew Blake, Geoffrey Cross, Carsten Rother Proc. IEEE Computer Vision and Pattern Recognition (CVPR). Winner of BEST PAPER HONORABLE MENTION AWARD. | January 2005 Winner of Best Paper Honourable Mention Award
Publication Computers beat Humans at Single Character Recognition in Reading based Human Interaction Proofs (HIPs) Kumar Chellapilla, Kevin Larson, Patrice Simard, Mary Czerwinski CEAS 2005, Conference on Email and Anti-Spam | January 2005
Publication The Structure of Version Space Ralf Herbrich, Thore Graepel Innovations in Machine Learning: Theory and Applications, 9 | Published by Springer-Verlag | 2005 | Innovations in Machine Learning: Theory and Applications edition
Publication A practical system of keyphrase extraction for web pages Mo Chen, Jian-Tao Sun, Kwok-Yan Lam, Hua-Jun Zeng CIKM ’05: Proceedings of the 14th ACM international conference on Information and knowledge management | January 2005 ISBN: 1-59593-140-6
Publication Q2C@UST: Our Winning Solution to Query Classification in KDDCUP 2005 Jian-Tao Sun SIGKDD Explorations | January 2005, Vol 7: pp. 100-110
Publication PAC-Bayesian compression bounds on the prediction error of learning algorithms for classification Thore Graepel, Ralf Herbrich, John Shawe-Taylor Machine Learning | January 2005, Vol 59: pp. 55-76
Publication Bayesian Conditional Random Fields Yuan Qi, Martin Szummer, Tom Minka Journal of Machine Learning Research (JMLR), AI & Statistics | January 2005, pp. 269-276