Simon Lacoste Julien

Simon Lacoste Julien

Université de Montréal - Montréal / Canada
Engineering & Technology / Computer Science
AD Scientific Index ID: 645938
University of Montreal
person_outline Simon Lacoste Julien's MOST POPULAR ARTICLES
1-) SAGA: A fast incremental gradient method with support for non-strongly convex composite objectivesA Defazio, F Bach, S Lacoste-JulienNIPS 2014 - Advances in Neural Information Processing Systems 27, 1646-1654, 201416952014
2-) A Closer Look at Memorization in Deep NetworksD Arpit, S Jastrzębski, N Ballas, D Krueger, E Bengio, MS Kanwal, ...ICML 2017 - Proceedings of the 34th International Conference on Machine Learning, 201711402017
3-) DiscLDA: Discriminative learning for dimensionality reduction and classificationS Lacoste-Julien, F Sha, MI JordanNIPS 2008 - Advances in Neural Information Processing Systems 21, 20085192008
4-) On the Global Linear Convergence of Frank-Wolfe Optimization VariantsS Lacoste-Julien, M JaggiNIPS 2015 - Advances in Neural Information Processing Systems 28, 20154852015
5-) A Variational Inequality Perspective on Generative Adversarial NetsG Gidel, H Berard, G Vignoud, P Vincent, S Lacoste-JulienICLR 2019 - Seventh International Conference on Learning Representations, 2019453*2019