Amir Globerson, Ph.D

Affiliations: 
Computer Science Hebrew University, Jerusalem, Jerusalem, Israel 
Area:
Machine Learning
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"Amir Globerson"
Mean distance: 17.18 (cluster 17)
 
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Publications

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Mladenov M, Globerson A, Kersting K. (2014) Lifted message passing as reparametrization of graphical models Uncertainty in Artificial Intelligence - Proceedings of the 30th Conference, Uai 2014. 603-612
Quattoni A, Balle B, Carreras X, et al. (2014) Spectral regularization for max-margin sequence tagging 31st International Conference On Machine Learning, Icml 2014. 5: 3698-3706
Wald Y, Globerson A. (2014) Tightness results for local consistency relaxations in continuous MRFs Uncertainty in Artificial Intelligence - Proceedings of the 30th Conference, Uai 2014. 839-848
Mladenov M, Globerson A, Kersting K. (2014) Efficient lifting of MAP LP relaxations using k-locality Journal of Machine Learning Research. 33: 623-632
Eban E, Mezuman E, Globerson A. (2014) Discrete chebyshev classifiers 31st International Conference On Machine Learning, Icml 2014. 4: 2982-2990
Zhang Y, Lei T, Barzilay R, et al. (2014) Steps to excellence: Simple inference with refined scoring of dependency trees 52nd Annual Meeting of the Association For Computational Linguistics, Acl 2014 - Proceedings of the Conference. 1: 197-207
Rosenfeld N, Meshi O, Tarlow D, et al. (2014) Learning structured models with the AUC loss and its generalizations Journal of Machine Learning Research. 33: 841-849
Heinemann U, Globerson A. (2014) Inferring with high girth graphical models 31st International Conference On Machine Learning, Icml 2014. 4: 3022-3041
Wiesel A, Bibi O, Globerson A. (2013) Time varying autoregressive moving average models for covariance estimation Ieee Transactions On Signal Processing. 61: 2791-2801
Arora C, Globerson A. (2013) Higher order matching for consistent multiple target tracking Proceedings of the Ieee International Conference On Computer Vision. 177-184
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