Ben Taskar
Cited by
Cited by
Introduction to Statistical Relational Learning
L Getoor, B Taskar
MIT Press, 2007
Max-margin Markov networks
B Taskar, C Guestrin, D Koller
Advances in neural information processing systems 16, 2003
Determinantal point processes for machine learning
A Kulesza, B Taskar
Foundations and Trends® in Machine Learning 5 (2–3), 123-286, 2012
Discriminative probabilistic models for relational data
B Taskar, P Abbeel, D Koller
arXiv preprint arXiv:1301.0604, 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
Link prediction in relational data
B Taskar, MF Wong, P Abbeel, D Koller
Advances in neural information processing systems 16, 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
Joint covariate selection and joint subspace selection for multiple classification problems
G Obozinski, B Taskar, MI Jordan
Statistics and Computing 20, 231-252, 2010
Alignment by agreement
P Liang, B Taskar, D Klein
Modec: Multimodal decomposable models for human pose estimation
B Sapp, B Taskar
Proceedings of the IEEE conference on computer vision and pattern …, 2013
Predicting structured data
G BakIr, T Hofmann, B Scholkopf, A Smola, B Taskar, SVN Vishanathan
The MIT Press, 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
Learning from partial labels
T Cour, B Sapp, B Taskar
The Journal of Machine Learning Research 12, 1501-1536, 2011
Multi-task feature selection
G Obozinski, B Taskar, M Jordan
Statistics Department, UC Berkeley, Tech. Rep 2 (2.2), 2, 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
Learning probabilistic models of link structure
L Getoor, N Friedman, D Koller, B Taskar
Journal of Machine Learning Research 3 (Dec), 679-707, 2002
Rich probabilistic models for gene expression
E Segal, B Taskar, A Gasch, N Friedman, D Koller
Bioinformatics 17 (suppl_1), S243-S252, 2001
Selectivity estimation using probabilistic models
L Getoor, B Taskar, D Koller
Proceedings of the 2001 ACM SIGMOD international conference on Management of …, 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
Max-margin parsing
B Taskar, D Klein, M Collins, D Koller, CD Manning
Proceedings of the 2004 Conference on Empirical Methods in Natural Language …, 2004
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