Simon Lacoste-Julien
Affiliations: | 2009 | University of California, Berkeley, Berkeley, CA, United States |
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"Simon Lacoste-Julien"Mean distance: 14.44 (cluster 29) | S | N | B | C | P |
Parents
Sign in to add mentor| Michael I. Jordan | grad student | 2009 | UC Berkeley | |
| (Discriminative machine learning with structure.) | ||||
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Publications
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| Lacoste-Julien S, Lindsten F, Bach F. (2015) Sequential kernel herding: Frank-Wolfe optimization for particle filtering Journal of Machine Learning Research. 38: 544-552 |
| Defazio A, Bach F, Lacoste-Julien S. (2014) SAGA: A fast incremental gradient method with support for non-strongly convex composite objectives Advances in Neural Information Processing Systems. 2: 1646-1654 |
| Bach F, Lacoste-Julien S, Obozinski G. (2012) On the equivalence between herding and conditional gradient algorithms Proceedings of the 29th International Conference On Machine Learning, Icml 2012. 2: 1359-1366 |
| Lacoste-Julien S, Huszár F, Ghahramani Z. (2011) Approximate inference for the loss-calibrated Bayesian Journal of Machine Learning Research. 15: 416-424 |
| Lacoste-Julien S, Sha F, Jordan MI. (2009) DiscLDA: Discriminative learning for dimensionality reduction and classification Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 897-904 |
| Lacoste-Julien S, Ben T, Klein D, et al. (2006) Word alignment via quadratic assignment Hlt-Naacl 2006 - Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings of the Main Conference. 112-119 |
| Taskar B, Lacoste-Julien S, Jordan MI. (2006) Structured prediction, dual extragradient and bregman projections Journal of Machine Learning Research. 7: 1627-1653 |
| Taskar B, Lacoste-Julien S, Jordan MI. (2005) Structured prediction via the extragradient method Advances in Neural Information Processing Systems. 1345-1352 |