On Riemannian Stochastic Approximation Schemes with Fixed Step-Size

On Riemannian Stochastic Approximation Schemes with Fixed Step-Size

15 February 2021

Papers citing "On Riemannian Stochastic Approximation Schemes with Fixed Step-Size"

10 / 10 papers shown

Title
Riemannian Stochastic Approximation for Minimizing Tame Nonsmooth Objective Functions Johannes Aspman Vyacheslav Kungurtsev R. Seraji 26 1 0 31 Dec 2024
Prelimit Coupling and Steady-State Convergence of Constant-stepsize Nonsmooth Contractive SA Yixuan Zhang D. Huo Yudong Chen Qiaomin Xie 29 2 0 09 Apr 2024
Stochastic Modified Flows for Riemannian Stochastic Gradient Descent Benjamin Gess Sebastian Kassing Nimit Rana 37 0 0 02 Feb 2024
Constant Stepsize Q-learning: Distributional Convergence, Bias and Extrapolation Yixuan Zhang Qiaomin Xie 29 4 0 25 Jan 2024
Backward error analysis and the qualitative behaviour of stochastic optimization algorithms: Application to stochastic coordinate descent Stefano Di Giovacchino D. Higham K. Zygalakis 11 1 0 05 Sep 2023
Metropolis Sampling for Constrained Diffusion Models N. Fishman Leo Klarner Emile Mathieu M. Hutchinson Valentin De Bortoli DiffM 27 14 0 11 Jul 2023
Stochastic Methods in Variational Inequalities: Ergodicity, Bias and Refinements Emmanouil-Vasileios Vlatakis-Gkaragkounis Angeliki Giannou Yudong Chen Qiaomin Xie 24 4 0 28 Jun 2023
Riemannian stochastic approximation algorithms Mohammad Reza Karimi Ya-Ping Hsieh P. Mertikopoulos Andreas Krause 21 2 0 14 Jun 2022
The Symmetric Generalized Eigenvalue Problem as a Nash Equilibrium I. Gemp Chen Chen Brian McWilliams 11 0 0 10 Jun 2022
Stationary Behavior of Constant Stepsize SGD Type Algorithms: An Asymptotic Characterization Zaiwei Chen Shancong Mou S. T. Maguluri 17 13 0 11 Nov 2021