Simon Lacoste-Julien

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Gauthier GidelAssistant professor at Mila, University of Montréal (DIRO)Adresse e-mail validée de umontreal.ca
Francis BachInria - Ecole Normale SupérieureAdresse e-mail validée de inria.fr
Mark SchmidtAssociate Professor of Computer Science, University of British ColumbiaAdresse e-mail validée de cs.ubc.ca
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyAdresse e-mail validée de cs.berkeley.edu
Pascal VincentFacebook AI Research; U. Montreal (Professor, Computer Sc. & Op. Res.); MILA; CIFARAdresse e-mail validée de iro.umontreal.ca
Hugo BerardPhD student, MILA, University of MontrealAdresse e-mail validée de umontreal.ca
Ioannis (Yannis) MitliagkasAssistant Professor at Mila, University of MontréalAdresse e-mail validée de iro.umontreal.ca
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARAdresse e-mail validée de umontreal.ca
Martin JaggiEPFLAdresse e-mail validée de epfl.ch
Ben TaskarUniversity of WashingtonAdresse e-mail validée de cs.washington.edu
Gabriel HuangPhD student, Montreal Institute for Learning AlgorithmsAdresse e-mail validée de umontreal.ca
Josef SivicCzech Technical University, CIIRC, ELLIS Unit PragueAdresse e-mail validée de cvut.cz
Ivan LaptevResearch director, INRIAAdresse e-mail validée de inria.fr
Jean-Baptiste AlayracDeepMind, LondonAdresse e-mail validée de google.com
Sharan VaswaniSimon Fraser UniversityAdresse e-mail validée de sfu.ca
Rémi Le PriolPhD candidate, MILA, University of MontréalAdresse e-mail validée de umontreal.ca
Sébastien LachapellePhD Student, Mila, Université de MontréalAdresse e-mail validée de umontreal.ca
Issam H. LaradjiResearch Scientist at ServiceNowAdresse e-mail validée de mail.mcgill.ca
Stanisław JastrzębskiChief Scientific Officer @ Molecule.OneAdresse e-mail validée de molecule.one
Devansh ArpitSenior Research Scientist, SalesforceAdresse e-mail validée de salesforce.com

Simon Lacoste-Julien

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

Adresse e-mail validée de iro.umontreal.ca - Page d'accueil

Machine Learning Statistics Optimization


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	1523	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	811	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	502	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	389	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	341	2015
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	253	2005
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	228*	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	225	2016
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	200	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	163	2013
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	153	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	146	2012
Structured prediction, dual extragradient and Bregman projections B Taskar, S Lacoste-Julien, MI Jordan JMLR - Journal of Machine Learning Research 7, 1627-1653, 2006	145	2006
Convergence Rate of Frank-Wolfe for Non-Convex Objectives S Lacoste-Julien arXiv preprint arXiv:1607.00345, 2016	139	2016
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	119	2019
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	119	2015
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	117	2016
Asaga: Asynchronous Parallel Saga R Leblond, F Pedregosa, S Lacoste-Julien AISTATS 2017 -- Proceedings of the 20th International Conference on …, 2017	114	2017
Word alignment via quadratic assignment S Lacoste-Julien, B Taskar, D Klein, MI Jordan HLT-NAACL - Proceedings of the main conference on Human Language Technology …, 2006	100	2006
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	98	2019

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