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Poster spotlight
Tianbao Yang · Pavel Dvurechenskii · Panayotis Mertikopoulos · Hugo Berard

Fri Dec 07 06:30 AM -- 07:00 AM (PST) @ None
in Smooth Games Optimization and Machine Learning »

1) Provable Non-Convex Min-Max Optimization; Mingrui Liu, Rafique Hassan, Qihang Lin and Tianbao Yang.

2) Solving differential games by methods for finite-dimensional saddle-point problems; Pavel Dvurechensky, Yurii Nesterov and Vladimir Spokoiny.

3) Generalized Mirror Prox Algorithm for Variational Inequalities; Pavel Dvurechensky, Alexander Gasnikov, Fedor Stonyakin and Alexander Titov.

4) On the convergence of stochastic forward-backward-forward algorithms with variance reduction in pseudo-monotone variational inequalities; Mathias Staudigl, Radu Ioan Bot, Phan Tu Vuong and Panayotis Mertikopoulos.

5) A Variational Inequality Perspective on Generative Adversarial Networks; Gauthier Gidel, Hugo Berard, Gaëtan Vignoud, Pascal Vincent and Simon Lacoste-Julien.

Author Information

Tianbao Yang (The University of Iowa)
Pavel Dvurechenskii (Weierstrass Institute, Berlin)

Since 2015 Research assistant, Research Group 6 "Stochastic Algorithms and Nonparametric Statistics", Weierstrass Institute for Applied Analysis and Stochastics, Berlin 2014 - 2015 Research assistant, Institute for Information Transmission Problems, Moscow, Russia 2009 - 2015 Junior researcher, Moscow Institute of Physics and Technology, Moscow, Russia 2013 Ph.D., Moscow Institute of Physics and Technology, Moscow, Russia 2010 Master's Diploma, Moscow Institute of Physics and Technology, Moscow, Russia 2008 Bachelor's Diploma, Moscow Institute of Physics and Technology, Moscow, Russia

Panayotis Mertikopoulos (CNRS (French National Center for Scientific Research))
Hugo Berard (MILA)

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