Riemannian Hamiltonian methods for min-max optimization on manifolds

Riemannian Hamiltonian methods for min-max optimization on manifolds

25 April 2022

Pratik Jawanpuria

Junbin Gao

Papers citing "Riemannian Hamiltonian methods for min-max optimization on manifolds"

12 / 12 papers shown

Title
Efficient Optimization with Orthogonality Constraint: a Randomized Riemannian Submanifold Method Andi Han Pierre-Louis Poirion Akiko Takeda 2 0 0 18 May 2025
Riemannian coordinate descent algorithms on matrix manifolds Andi Han Pratik Jawanpuria Bamdev Mishra 48 5 0 04 Jun 2024
A Gauss-Newton Approach for Min-Max Optimization in Generative Adversarial Networks Neel Mishra Bamdev Mishra Pratik Jawanpuria Pawan Kumar GAN 30 1 0 10 Apr 2024
A Framework for Bilevel Optimization on Riemannian Manifolds Andi Han Bamdev Mishra Pratik Jawanpuria Akiko Takeda 18 4 0 06 Feb 2024
Extragradient Type Methods for Riemannian Variational Inequality Problems Zihao Hu Guanghui Wang Xi Wang Andre Wibisono Jacob D. Abernethy Molei Tao 31 4 0 25 Sep 2023
Curvature-Independent Last-Iterate Convergence for Games on Riemannian Manifolds Yong Cai Michael I. Jordan Tianyi Lin Argyris Oikonomou Emmanouil-Vasileios Vlatakis-Gkaragkounis 30 4 0 29 Jun 2023
Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties David Martínez-Rubio Christophe Roux Christopher Criscitiello Sebastian Pokutta 22 6 0 25 May 2023
Nonnegative Low-Rank Tensor Completion via Dual Formulation with Applications to Image and Video Completion Tanmay Sinha Jayadev Naram Pawan Kumar 31 10 0 13 May 2023
Decentralized Riemannian Algorithm for Nonconvex Minimax Problems Xidong Wu Zhengmian Hu Heng Huang 25 15 0 08 Feb 2023
First-Order Algorithms for Min-Max Optimization in Geodesic Metric Spaces Michael I. Jordan Tianyi Lin Emmanouil-Vasileios Vlatakis-Gkaragkounis 29 19 0 04 Jun 2022
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 233 674 0 17 Feb 2018
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark W. Schmidt 139 1,199 0 16 Aug 2016