Training GANs with Optimism

Training GANs with Optimism

31 October 2017

Vasilis Syrgkanis

Papers citing "Training GANs with Optimism"

17 / 17 papers shown

Title
The Hamiltonian of Poly-matrix Zero-sum Games Toshihiro Ota Yuma Fujimoto AI4CE 66 0 0 19 May 2025
Learning Variational Inequalities from Data: Fast Generalization Rates under Strong Monotonicity Eric Zhao Tatjana Chavdarova Michael I. Jordan 75 0 0 20 Feb 2025
Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization Tianyi Lin Chi Jin Michael I. Jordan 79 8 0 28 Jan 2025
Non-Adversarial Inverse Reinforcement Learning via Successor Feature Matching A. Jain Harley Wiltzer Jesse Farebrother Irina Rish Glen Berseth Sanjiban Choudhury 96 1 0 11 Nov 2024
Contractivity and linear convergence in bilinear saddle-point problems: An operator-theoretic approach Colin Dirren Mattia Bianchi Panagiotis D. Grontas John Lygeros Florian Dorfler 81 0 0 18 Oct 2024
Multiple Greedy Quasi-Newton Methods for Saddle Point Problems Minheng Xiao Shi Bo Zhizhong Wu 99 5 0 01 Aug 2024
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms Yang Cai Gabriele Farina Julien Grand-Clément Christian Kroer Chung-Wei Lee Haipeng Luo Weiqiang Zheng 77 6 0 15 Jun 2024
Primal Methods for Variational Inequality Problems with Functional Constraints Liang Zhang Niao He Michael Muehlebach 56 2 0 19 Mar 2024
Momentum-SAM: Sharpness Aware Minimization without Computational Overhead Marlon Becker Frederick Altrock Benjamin Risse 102 6 0 22 Jan 2024
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms Pranay Sharma Rohan Panda Gauri Joshi P. Varshney FedML 66 49 0 09 Mar 2022
Minimax Estimation of Conditional Moment Models Nishanth Dikkala Greg Lewis Lester W. Mackey Vasilis Syrgkanis 138 100 0 12 Jun 2020
Extrapolation for Large-batch Training in Deep Learning Tao R. Lin Lingjing Kong Sebastian U. Stich Martin Jaggi 69 36 0 10 Jun 2020
Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games Lampros Flokas Emmanouil-Vasileios Vlatakis-Gkaragkounis Georgios Piliouras MLT 53 41 0 28 Oct 2019
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 152 9,509 0 31 Mar 2017
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 432 8,999 0 10 Jun 2016
Optimization, Learning, and Games with Predictable Sequences Alexander Rakhlin Karthik Sridharan 67 377 0 08 Nov 2013
Online Learning with Predictable Sequences Alexander Rakhlin Karthik Sridharan 135 355 0 18 Aug 2012