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Benjamin Taskar Vis

Ben Taskar

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*2009
26EENematollah Batmanghelich, Ben Taskar, Christos Davatzikos: A General and Unifying Framework for Feature Construction, in Image-Based Pattern Classification. IPMI 2009: 423-434
2008
25EETimothee Cour, Chris Jordan, Eleni Miltsakaki, Ben Taskar: Movie/Script: Alignment and Parsing of Video and Text Transcription. ECCV (4) 2008: 158-171
24EEPaul Vernaza, Ben Taskar, Daniel D. Lee: Online, self-supervised terrain classification via discriminatively trained submodular Markov random fields. ICRA 2008: 2750-2757
23EEKuzman Ganchev, João Graça, John Blitzer, Ben Taskar: Multi-View Learning over Structured and Non-Identical Outputs. UAI 2008: 204-211
22EEKuzman Ganchev, João Graça, John Blitzer, Ben Taskar: Multi-View Learning over Structured and Non-Identical Outputs. UAI 2008: 88-96
2007
21EEPercy Liang, Michael I. Jordan, Benjamin Taskar: A permutation-augmented sampler for DP mixture models. ICML 2007: 545-552
20EEJoão Graça, Kuzman Ganchev, Ben Taskar: Expectation Maximization and Posterior Constraints. NIPS 2007
2006
19EEPercy Liang, Alexandre Bouchard-Côté, Dan Klein, Benjamin Taskar: An End-to-End Discriminative Approach to Machine Translation. ACL 2006
18EEPercy Liang, Benjamin Taskar, Dan Klein: Alignment by Agreement. HLT-NAACL 2006
17EESimon Lacoste-Julien, Benjamin Taskar, Dan Klein, Michael I. Jordan: Word Alignment via Quadratic Assignment. HLT-NAACL 2006
16EEBenjamin Taskar, Simon Lacoste-Julien, Michael I. Jordan: Structured Prediction, Dual Extragradient and Bregman Projections. Journal of Machine Learning Research 7: 1627-1653 (2006)
2005
15EEDragomir Anguelov, Benjamin Taskar, Vassil Chatalbashev, Daphne Koller, Dinkar Gupta, Geremy Heitz, Andrew Y. Ng: Discriminative Learning of Markov Random Fields for Segmentation of 3D Scan Data. CVPR (2) 2005: 169-176
14EEBenjamin Taskar, Simon Lacoste-Julien, Dan Klein: A Discriminative Matching Approach to Word Alignment. HLT/EMNLP 2005
13EEBenjamin Taskar, Vassil Chatalbashev, Daphne Koller, Carlos Guestrin: Learning structured prediction models: a large margin approach. ICML 2005: 896-903
12EEBenjamin Taskar, Simon Lacoste-Julien, Michael I. Jordan: Structured Prediction via the Extragradient Method. NIPS 2005
2004
11EEBenjamin Taskar, Vassil Chatalbashev, Daphne Koller: Learning associative Markov networks. ICML 2004
10EEPeter L. Bartlett, Michael Collins, Benjamin Taskar, David A. McAllester: Exponentiated Gradient Algorithms for Large-margin Structured Classification. NIPS 2004
2003
9 Benjamin Taskar, Ming Fai Wong, Daphne Koller: Learning on the Test Data: Leveraging Unseen Features. ICML 2003: 744-751
8EEBenjamin Taskar, Ming Fai Wong, Pieter Abbeel, Daphne Koller: Link Prediction in Relational Data. NIPS 2003
7EEBenjamin Taskar, Carlos Guestrin, Daphne Koller: Max-Margin Markov Networks. NIPS 2003
2002
6 Benjamin Taskar, Pieter Abbeel, Daphne Koller: Discriminative Probabilistic Models for Relational Data. UAI 2002: 485-492
5EELise Getoor, Nir Friedman, Daphne Koller, Benjamin Taskar: Learning Probabilistic Models of Link Structure. Journal of Machine Learning Research 3: 679-707 (2002)
2001
4 Lise Getoor, Nir Friedman, Daphne Koller, Benjamin Taskar: Learning Probabilistic Models of Relational Structure. ICML 2001: 170-177
3 Benjamin Taskar, Eran Segal, Daphne Koller: Probabilistic Classification and Clustering in Relational Data. IJCAI 2001: 870-878
2 Eran Segal, Benjamin Taskar, Audrey Gasch, Nir Friedman, Daphne Koller: Rich probabilistic models for gene expression. ISMB (Supplement of Bioinformatics) 2001: 243-252
1EELise Getoor, Benjamin Taskar, Daphne Koller: Selectivity Estimation using Probabilistic Models. SIGMOD Conference 2001: 461-472

Coauthor Index

1Pieter Abbeel [6] [8]
2Dragomir Anguelov [15]
3Peter L. Bartlett [10]
4Nematollah Batmanghelich [26]
5John Blitzer [22] [23]
6Alexandre Bouchard-Côté [19]
7Vassil Chatalbashev [11] [13] [15]
8Michael Collins [10]
9Timothee Cour [25]
10Christos Davatzikos [26]
11Nir Friedman [2] [4] [5]
12Kuzman Ganchev [20] [22] [23]
13Audrey Gasch [2]
14Lise Getoor [1] [4] [5]
15João Graça [20] [22] [23]
16Carlos Guestrin [7] [13]
17Dinkar Gupta [15]
18Geremy Heitz [15]
19Christopher T. Jordan (Chris Jordan) [25]
20Michael I. Jordan [12] [16] [17] [21]
21Dan Klein [14] [17] [18] [19]
22Daphne Koller [1] [2] [3] [4] [5] [6] [7] [8] [9] [11] [13] [15]
23Simon Lacoste-Julien [12] [14] [16] [17]
24Daniel D. Lee [24]
25Percy Liang [18] [19] [21]
26David A. McAllester [10]
27Eleni Miltsakaki [25]
28Andrew Y. Ng [15]
29Eran Segal [2] [3]
30Paul Vernaza [24]
31Ming Fai Wong [8] [9]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)