Local Saddle Point Optimization: A Curvature Exploitation Approach

15 May 2018

Papers citing "Local Saddle Point Optimization: A Curvature Exploitation Approach"

8 / 58 papers shown

Title
On Gradient Descent Ascent for Nonconvex-Concave Minimax Problems Tianyi Lin Chi Jin Michael I. Jordan 11 499 0 02 Jun 2019
Policy Optimization Provably Converges to Nash Equilibria in Zero-Sum Linear Quadratic Games K. Zhang Zhuoran Yang Tamer Basar 19 125 0 31 May 2019
Adaptive norms for deep learning with regularized Newton methods Jonas Köhler Leonard Adolphs Aurélien Lucchi ODL 9 11 0 22 May 2019
Training GANs with Centripetal Acceleration Wei Peng Yuhong Dai Hui Zhang Lizhi Cheng GAN 29 41 0 24 Feb 2019
What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization? Chi Jin Praneeth Netrapalli Michael I. Jordan 13 82 0 02 Feb 2019
Finding Mixed Nash Equilibria of Generative Adversarial Networks Ya-Ping Hsieh Chen Liu S. Chakrabartty GAN 19 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 19 178 0 12 Jul 2018
High-Resolution Mammogram Synthesis using Progressive Generative Adversarial Networks Dimitrios Korkinof T. Rijken Michael OÑeill J. Yearsley H. Harvey Ben Glocker MedIm 16 65 0 09 Jul 2018