Introduction to Statistical Relational Learning L Getoor, B Taskar MIT Press, 2007 | 2058 | 2007 |
Max-margin Markov networks B Taskar, C Guestrin, D Koller Advances in neural information processing systems 16, 2003 | 1809 | 2003 |
Determinantal point processes for machine learning A Kulesza, B Taskar Foundations and Trends® in Machine Learning 5 (2–3), 123-286, 2012 | 1247 | 2012 |
Discriminative probabilistic models for relational data B Taskar, P Abbeel, D Koller arXiv preprint arXiv:1301.0604, 2012 | 936 | 2012 |
Learning structured prediction models: A large margin approach B Taskar, V Chatalbashev, D Koller, C Guestrin Proceedings of the 22nd international conference on Machine learning, 896-903, 2005 | 684 | 2005 |
Link prediction in relational data B Taskar, MF Wong, P Abbeel, D Koller Advances in neural information processing systems 16, 2003 | 665 | 2003 |
Posterior regularization for structured latent variable models K Ganchev, J Graça, J Gillenwater, B Taskar The Journal of Machine Learning Research 11, 2001-2049, 2010 | 621 | 2010 |
Learning from partial labels T Cour, B Sapp, B Taskar The Journal of Machine Learning Research 12, 1501-1536, 2011 | 609 | 2011 |
Joint covariate selection and joint subspace selection for multiple classification problems G Obozinski, B Taskar, MI Jordan Statistics and Computing 20, 231-252, 2010 | 586 | 2010 |
Modec: Multimodal decomposable models for human pose estimation B Sapp, B Taskar Proceedings of the IEEE conference on computer vision and pattern …, 2013 | 580 | 2013 |
Alignment by agreement P Liang, B Taskar, D Klein Proceedings of the Human Language Technology Conference of the NAACL, Main …, 2006 | 573 | 2006 |
Predicting structured data G BakIr, T Hofmann, B Scholkopf, A Smola, B Taskar, SVN Vishanathan The MIT Press, 2007 | 553 | 2007 |
Discriminative learning of markov random fields for segmentation of 3d scan data D Anguelov, B Taskar, V Chatalbashev, D Koller, D Gupta, G Heitz, A Ng Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer …, 2005 | 514 | 2005 |
Multi-task feature selection G Obozinski, B Taskar, M Jordan Statistics Department, UC Berkeley, Tech. Rep 2 (2.2), 2, 2006 | 461 | 2006 |
Probabilistic classification and clustering in relational data B Taskar, E Segal, D Koller International joint conference on artificial intelligence 17 (1), 870-878, 2001 | 383 | 2001 |
Learning probabilistic models of link structure L Getoor, N Friedman, D Koller, B Taskar Journal of Machine Learning Research 3 (Dec), 679-707, 2002 | 380 | 2002 |
Rich probabilistic models for gene expression E Segal, B Taskar, A Gasch, N Friedman, D Koller BIOINFORMATICS-OXFORD- 17, S243-S252, 2001 | 378 | 2001 |
Selectivity estimation using probabilistic models L Getoor, B Taskar, D Koller Proceedings of the 2001 ACM SIGMOD international conference on Management of …, 2001 | 356 | 2001 |
An end-to-end discriminative approach to machine translation P Liang, A Bouchard-Côté, D Klein, B Taskar Proceedings of the 21st International Conference on Computational …, 2006 | 340 | 2006 |
k-dpps: Fixed-size determinantal point processes A Kulesza, B Taskar Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011 | 322 | 2011 |