Simon Lacoste-Julien

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Gauthier GidelAssistant professor at Mila, University of Montréal (DIRO)Adresă de e-mail confirmată pe umontreal.ca
Francis BachInria - Ecole Normale SupérieureAdresă de e-mail confirmată pe inria.fr
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARAdresă de e-mail confirmată pe umontreal.ca
Mark SchmidtAssociate Professor of Computer Science, University of British ColumbiaAdresă de e-mail confirmată pe cs.ubc.ca
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyAdresă de e-mail confirmată pe cs.berkeley.edu
Pascal VincentFacebook AI Research; U. Montreal (Professor, Computer Sc. & Op. Res.); MILA; CIFARAdresă de e-mail confirmată pe iro.umontreal.ca
Hugo BerardPhD student, MILA, University of MontrealAdresă de e-mail confirmată pe umontreal.ca
Ioannis (Yannis) MitliagkasAssociate Professor at Mila, University of MontréalAdresă de e-mail confirmată pe iro.umontreal.ca
Gabriel HuangPhD candidate, Mila & Visiting Researcher, ServiceNowAdresă de e-mail confirmată pe umontreal.ca
Martin JaggiEPFLAdresă de e-mail confirmată pe epfl.ch
Ben TaskarUniversity of WashingtonAdresă de e-mail confirmată pe cs.washington.edu
Sébastien LachapellePhD Student, Mila, Université de MontréalAdresă de e-mail confirmată pe umontreal.ca
Sharan VaswaniSimon Fraser UniversityAdresă de e-mail confirmată pe sfu.ca
Josef SivicCzech Technical University, CIIRC, ELLIS Unit PragueAdresă de e-mail confirmată pe cvut.cz
Ivan LaptevResearch director, INRIAAdresă de e-mail confirmată pe inria.fr
Jean-Baptiste AlayracDeepMind, LondonAdresă de e-mail confirmată pe google.com
Issam H. LaradjiSenior Research Scientist at ServiceNow ResearchAdresă de e-mail confirmată pe servicenow.com
Rémi Le PriolPhD from MILA, University of MontréalAdresă de e-mail confirmată pe umontreal.ca
Aaron DefazioFundamental AI Research, Meta NYAdresă de e-mail confirmată pe anu.edu.au
Rémi LeblondResearch Scientist, DeepMindAdresă de e-mail confirmată pe google.com

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Simon Lacoste-Julien

Associate Professor - Canada CIFAR AI Chair, University of Montreal / Mila

Adresă de e-mail confirmată pe iro.umontreal.ca - Pagina de pornire

Machine Learning Statistics Optimization


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
SAGA: A fast incremental gradient method with support for non-strongly convex composite objectives A Defazio, F Bach, S Lacoste-Julien NIPS 2014 - Advances in Neural Information Processing Systems 27, 1646-1654, 2014	1732	2014
A Closer Look at Memorization in Deep Networks D Arpit, S Jastrzębski, N Ballas, D Krueger, E Bengio, MS Kanwal, ... ICML 2017 - Proceedings of the 34th International Conference on Machine Learning, 2017	1221	2017
DiscLDA: Discriminative learning for dimensionality reduction and classification S Lacoste-Julien, F Sha, MI Jordan NIPS 2008 - Advances in Neural Information Processing Systems 21, 2008	525	2008
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs S Lacoste-Julien, M Jaggi, M Schmidt, P Pletscher ICML 2013 - Proceedings of the 30th International Conference on Machine …, 2013	411	2013
On the Global Linear Convergence of Frank-Wolfe Optimization Variants S Lacoste-Julien, M Jaggi NIPS 2015 - Advances in Neural Information Processing Systems 28, 2015	391	2015
A Variational Inequality Perspective on Generative Adversarial Nets G Gidel, H Berard, G Vignoud, P Vincent, S Lacoste-Julien ICLR 2019 - Seventh International Conference on Learning Representations, 2019	310*	2019
Unsupervised Learning from Narrated Instruction Videos JB Alayrac, P Bojanowski, N Agrawal, J Sivic, I Laptev, S Lacoste-Julien CVPR 2016 - Proceedings of the IEEE Conference on Computer Vision and …, 2016	280	2016
A discriminative matching approach to word alignment B Taskar, S Lacoste-Julien, D Klein EMNLP 2005 - Proceedings of the conference on Human Language Technology and …, 2005	254	2005
A Simpler Approach to Obtaining an O(1/t) Convergence Rate for the Projected Stochastic Subgradient Method S Lacoste-Julien, M Schmidt, F Bach arXiv preprint arXiv:1212.2002, 2012	229	2012
SiGMa: Simple Greedy Matching for Aligning Large Knowledge Bases S Lacoste-Julien, K Palla, A Davies, G Kasneci, T Graepel, Z Ghahramani KDD 2013 - Proceedings of the 19th ACM SIGKDD international conference on …, 2013	173	2013
Convergence Rate of Frank-Wolfe for Non-Convex Objectives S Lacoste-Julien arXiv preprint arXiv:1607.00345, 2016	171	2016
On Pairwise Costs for Network Flow Multi-Object Tracking V Chari, S Lacoste-Julien, I Laptev, J Sivic CVPR 2015 - Proceedings of the IEEE Conference on Computer Vision and …, 2015	165	2015
On the Equivalence between Herding and Conditional Gradient Algorithms F Bach, S Lacoste-Julien, G Obozinski ICML 2012 - Proceedings of the 29th International Conference on Machine Learning, 2012	157	2012
Negative Momentum for Improved Game Dynamics G Gidel, R Askari, M Pezeshki, R Le Priol, G Huang, S Lacoste-Julien, ... AISTATS 2019 - Proceedings of the 22nd International Conference on …, 2019	153	2019
PAC-Bayesian Theory Meets Bayesian Inference P Germain, F Bach, A Lacoste, S Lacoste-Julien NIPS 2016 - Advances in Neural Information Processing Systems 29, 2016	146	2016
Structured prediction, dual extragradient and Bregman projections B Taskar, S Lacoste-Julien, MI Jordan JMLR - Journal of Machine Learning Research 7, 1627-1653, 2006	144	2006
Variance Reduced Stochastic Gradient Descent with Neighbors T Hofmann, A Lucchi, S Lacoste-Julien, B McWilliams NIPS 2015 - Advances in Neural Information Processing Systems 28, 2015	140	2015
Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates S Vaswani, A Mishkin, I Laradji, M Schmidt, G Gidel, S Lacoste-Julien NeurIPS 2019 - Advances in Neural Information Processing Systems 32, 2019	137	2019
A Modern Take on the Bias-Variance Tradeoff in Neural Networks B Neal, S Mittal, A Baratin, V Tantia, M Scicluna, S Lacoste-Julien, ... arXiv preprint arXiv:1810.08591, 2018	136	2018
Asaga: Asynchronous Parallel Saga R Leblond, F Pedregosa, S Lacoste-Julien AISTATS 2017 -- Proceedings of the 20th International Conference on …, 2017	127	2017

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