Ben Taskar, Ph.D. - Publications

Affiliations: 
2005 Stanford University, Palo Alto, CA 

17 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2015 Rising J, Kulesza A, Taskar B. An efficient algorithm for the symmetric principal minor assignment problem Linear Algebra and Its Applications. 473: 126-144. DOI: 10.1016/J.Laa.2014.04.019  0.308
2014 Lee EA, Rabaey J, Hartmann B, Kubiatowicz J, Pister K, Simunic Rosing T, Wawrzynek J, Wessel D, Sangiovanni-Vincentelli A, Seshia SA, Blaauw D, Dutta P, Fu K, Guestrin C, Taskar B, et al. The swarm at the edge of the cloud Ieee Design and Test. 31: 8-20. DOI: 10.1109/Mdat.2014.2314600  0.554
2013 Weiss D, Taskar B. SCALPEL: Segmentation cascades with localized priors and efficient learning Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2035-2042. DOI: 10.1109/CVPR.2013.265  0.344
2012 Batmanghelich NK, Taskar B, Davatzikos C. Generative-discriminative basis learning for medical imaging. Ieee Transactions On Medical Imaging. 31: 51-69. PMID 21791408 DOI: 10.1109/Tmi.2011.2162961  0.369
2012 Toshev A, Taskar B, Daniilidis K. Shape-based object detection via boundary structure segmentation International Journal of Computer Vision. 99: 123-146. DOI: 10.1007/S11263-012-0521-Z  0.375
2011 Graça JV, Ganchev K, Coheur L, Pereira F, Taskar B. Controlling complexity in part-of-speech induction Journal of Artificial Intelligence Research. 41: 527-551. DOI: 10.1613/Jair.3348  0.389
2011 Kulesza A, Taskar B. Learning determinantal point processes Proceedings of the 27th Conference On Uncertainty in Artificial Intelligence, Uai 2011. 419-427.  0.345
2011 Cour T, Sapp B, Taskar B. Learning from partial labels Journal of Machine Learning Research. 12: 1501-1536.  0.312
2010 Graça JV, Ganchev K, Taskar B. Learning tractableword alignmentmodels with complex constraints Computational Linguistics. 36: 481-504. DOI: 10.1162/Coli_A_00007  0.39
2010 Toshev A, Mordohai P, Taskar B. Detecting and parsing architecture at city scale from range data Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 398-405. DOI: 10.1109/CVPR.2010.5540187  0.314
2010 Sapp B, Jordan C, Taskar B. Adaptive pose priors for pictorial structures Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 422-429. DOI: 10.1109/CVPR.2010.5540182  0.348
2010 Obozinski G, Taskar B, Jordan MI. Joint covariate selection and joint subspace selection for multiple classification problems Statistics and Computing. 20: 231-252. DOI: 10.1007/S11222-008-9111-X  0.345
2005 Anguelov D, Taskar B, Chatalbashev V, Koller D, Gupta D, Heitz G, Ng A. Discriminative learning of Markov Random fields for segmentation of 3D scan data Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: 169-176. DOI: 10.1109/CVPR.2005.133  0.548
2004 Taskar B, Guestrin C, Koller D. Max-margin Markov networks Advances in Neural Information Processing Systems 0.316
2001 Segal E, Taskar B, Gasch A, Friedman N, Koller D. Rich probabilistic models for gene expression. Bioinformatics (Oxford, England). 17: S243-52. PMID 11473015 DOI: 10.1093/Bioinformatics/17.Suppl_1.S243  0.535
2001 Taskar B, Segal E, Koller D. Probabilistic classification and clustering in relational data Ijcai International Joint Conference On Artificial Intelligence. 870-876.  0.301
2001 Getoor L, Taskar B, Koller D. Selectivity estimation using probabilistic models Proceedings of the Acm Sigmod International Conference On Management of Data. 461-472.  0.487
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