A Decentralized Adaptive Momentum Method for Solving a Class of Min-Max Optimization Problems

10 June 2021

Papers citing "A Decentralized Adaptive Momentum Method for Solving a Class of Min-Max Optimization Problems"

12 / 12 papers shown

Title
Accelerated Stochastic ExtraGradient: Mixing Hessian and Gradient Similarity to Reduce Communication in Distributed and Federated Learning Dmitry Bylinkin Kirill Degtyarev Aleksandr Beznosikov FedML 31 0 0 22 Sep 2024
Nonlinear Perturbation-based Non-Convex Optimization over Time-Varying Networks Mohammadreza Doostmohammadian Zulfiya R. Gabidullina Hamid R. Rabiee 32 7 0 05 Aug 2024
Federated Multi-Sequence Stochastic Approximation with Local Hypergradient Estimation Davoud Ataee Tarzanagh Mingchen Li Pranay Sharma Samet Oymak 18 0 0 02 Jun 2023
Similarity, Compression and Local Steps: Three Pillars of Efficient Communications for Distributed Variational Inequalities Aleksandr Beznosikov Martin Takáč Alexander Gasnikov 21 10 0 15 Feb 2023
FedNest: Federated Bilevel, Minimax, and Compositional Optimization Davoud Ataee Tarzanagh Mingchen Li Christos Thrampoulidis Samet Oymak FedML 31 73 0 04 May 2022
Optimal Algorithms for Decentralized Stochastic Variational Inequalities D. Kovalev Aleksandr Beznosikov Abdurakhmon Sadiev Michael Persiianov Peter Richtárik Alexander Gasnikov 33 34 0 06 Feb 2022
Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees Aleksandr Beznosikov Peter Richtárik Michael Diskin Max Ryabinin Alexander Gasnikov FedML 15 20 0 07 Oct 2021
Decentralized Local Stochastic Extra-Gradient for Variational Inequalities Aleksandr Beznosikov Pavel Dvurechensky Anastasia Koloskova V. Samokhin Sebastian U. Stich Alexander Gasnikov 19 43 0 15 Jun 2021
Solving a class of non-convex min-max games using adaptive momentum methods Babak Barazandeh Davoud Ataee Tarzanagh George Michailidis 29 13 0 26 Apr 2021
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 210 669 0 17 Feb 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,183 0 30 Oct 2016
Frank-Wolfe Algorithms for Saddle Point Problems Gauthier Gidel Tony Jebara Simon Lacoste-Julien 37 70 0 25 Oct 2016