Interaction Matters: A Note on Non-asymptotic Local Convergence of Generative Adversarial Networks

16 February 2018

Papers citing "Interaction Matters: A Note on Non-asymptotic Local Convergence of Generative Adversarial Networks"

14 / 114 papers shown

Title
Competitive Gradient Descent Florian Schäfer Anima Anandkumar 11 102 0 28 May 2019
ODE Analysis of Stochastic Gradient Methods with Optimism and Anchoring for Minimax Problems Ernest K. Ryu Kun Yuan W. Yin 11 36 0 26 May 2019
Training GANs with Centripetal Acceleration Wei Peng Yuhong Dai Hui Zhang Lizhi Cheng GAN 24 41 0 24 Feb 2019
Solving a Class of Non-Convex Min-Max Games Using Iterative First Order Methods Maher Nouiehed Maziar Sanjabi Tianjian Huang J. Lee Meisam Razaviyayn 26 336 0 21 Feb 2019
Hybrid Block Successive Approximation for One-Sided Non-Convex Min-Max Problems: Algorithms and Applications Songtao Lu Ioannis C. Tsaknakis Mingyi Hong Yongxin Chen 18 169 0 21 Feb 2019
Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses Ananya Uppal Shashank Singh Barnabás Póczós 27 52 0 09 Feb 2019
A Unified Analysis of Extra-gradient and Optimistic Gradient Methods for Saddle Point Problems: Proximal Point Approach Aryan Mokhtari Asuman Ozdaglar S. Pattathil 17 323 0 24 Jan 2019
How Well Generative Adversarial Networks Learn Distributions Tengyuan Liang GAN 11 94 0 07 Nov 2018
Finding Mixed Nash Equilibria of Generative Adversarial Networks Ya-Ping Hsieh Chen Liu S. Chakrabartty GAN 11 91 0 23 Oct 2018
Negative Momentum for Improved Game Dynamics Gauthier Gidel Reyhane Askari Hemmat Mohammad Pezeshki Rémi Le Priol Gabriel Huang Simon Lacoste-Julien Ioannis Mitliagkas AI4CE 14 178 0 12 Jul 2018
Last-Iterate Convergence: Zero-Sum Games and Constrained Min-Max Optimization C. Daskalakis Ioannis Panageas 11 175 0 11 Jul 2018
Nonparametric Density Estimation under Adversarial Losses Shashank Singh Ananya Uppal Boyue Li Chun-Liang Li Manzil Zaheer Barnabás Póczós GAN 12 55 0 22 May 2018
Local Saddle Point Optimization: A Curvature Exploitation Approach Leonard Adolphs Hadi Daneshmand Aurélien Lucchi Thomas Hofmann 15 107 0 15 May 2018
Minimax Distribution Estimation in Wasserstein Distance Shashank Singh Barnabás Póczós 19 0 0 24 Feb 2018