Ben Taskar
Cited by
Cited by
Deep face recognition
OM Parkhi, A Vedaldi, A Zisserman
British Machine Vision Association, 2015
An introduction to conditional random fields for relational learning
C Sutton, A McCallum
Introduction to statistical relational learning 2, 93-128, 2006
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
Discriminative probabilistic models for relational data
B Taskar, P Abbeel, D Koller
arXiv preprint arXiv:1301.0604, 2012
Determinantal point processes for machine learning
A Kulesza, B Taskar
arXiv preprint arXiv:1207.6083, 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, 659-666, 2004
Alignment by agreement
P Liang, B Taskar, D Klein
Proceedings of the Human Language Technology Conference of the NAACL, Main …, 2006
Joint covariate selection and joint subspace selection for multiple classification problems
G Obozinski, B Taskar, MI Jordan
Statistics and Computing 20 (2), 231-252, 2010
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
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
Predicting structured data
G BakIr, T Hofmann, B Scholkopf, A Smola, B Taskar, SVN Vishanathan
The MIT Press, 2007
Learning probabilistic relational models
L Getoor, N Friedman, D Koller, A Pfeffer
Relational data mining, 307-335, 2001
Probabilistic classification and clustering in relational data
B Taskar, E Segal, D Koller
International joint conference on artificial intelligence 17 (1), 870-878, 2001
Rich probabilistic models for gene expression
E Segal, B Taskar, A Gasch, N Friedman, D Koller
Bioinformatics 17 (suppl_1), S243-S252, 2001
Multi-task feature selection
G Obozinski, B Taskar, M Jordan
Statistics Department, UC Berkeley, Tech. Rep 2 (2.2), 2, 2006
Learning probabilistic models of link structure
L Getoor, N Friedman, D Koller, B Taskar
Journal of Machine Learning Research 3 (Dec), 679-707, 2002
Modec: Multimodal decomposable models for human pose estimation
B Sapp, B Taskar
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
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
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