Distributed Saddle-Point Problems Under Similarity

Distributed Saddle-Point Problems Under Similarity

22 July 2021

Aleksandr Beznosikov

Alexander Rogozin

Alexander Gasnikov

Papers citing "Distributed Saddle-Point Problems Under Similarity"

13 / 13 papers shown

Title
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms Pranay Sharma Rohan Panda Gauri Joshi P. Varshney FedML 92 49 0 09 Mar 2022
Decentralized Personalized Federated Learning for Min-Max Problems Ekaterina Borodich Aleksandr Beznosikov Abdurakhmon Sadiev V. Sushko Nikolay Savelyev Martin Takávc Alexander Gasnikov FedML 57 4 0 14 Jun 2021
Decentralized Distributed Optimization for Saddle Point Problems Alexander Rogozin Alexander Beznosikov D. Dvinskikh D. Kovalev Pavel Dvurechensky Alexander Gasnikov 71 27 0 15 Feb 2021
Efficiently Solving MDPs with Stochastic Mirror Descent Yujia Jin Aaron Sidford 45 71 0 28 Aug 2020
Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization Hadrien Hendrikx Lin Xiao Sébastien Bubeck Francis R. Bach Laurent Massoulie 52 58 0 25 Feb 2020
Advances and Open Problems in Federated Learning Peter Kairouz H. B. McMahan Brendan Avent A. Bellet M. Bennis ... Zheng Xu Qiang Yang Felix X. Yu Han Yu Sen Zhao FedML AI4CE 245 6,252 0 10 Dec 2019
A Decentralized Parallel Algorithm for Training Generative Adversarial Nets Mingrui Liu Wei Zhang Youssef Mroueh Xiaodong Cui Jerret Ross Tianbao Yang Payel Das 48 74 0 28 Oct 2019
Towards Deep Learning Models Resistant to Adversarial Attacks Aleksander Madry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu SILM OOD 304 12,069 0 19 Jun 2017
Optimal algorithms for smooth and strongly convex distributed optimization in networks Kevin Scaman Francis R. Bach Sébastien Bubeck Y. Lee Laurent Massoulié 66 330 0 28 Feb 2017
AIDE: Fast and Communication Efficient Distributed Optimization Sashank J. Reddi Jakub Konecný Peter Richtárik Barnabás Póczós Alex Smola 58 151 0 24 Aug 2016
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 277 19,066 0 20 Dec 2014
Gradient Sliding for Composite Optimization Guanghui Lan 154 67 0 04 Jun 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 270 14,918 1 21 Dec 2013