Distributed Learning in Non-Convex Environments -- Part I: Agreement at a Linear Rate

3 July 2019

Papers citing "Distributed Learning in Non-Convex Environments -- Part I: Agreement at a Linear Rate"

14 / 14 papers shown

Title
Diffusion Stochastic Learning Over Adaptive Competing Networks Yike Zhao H. Cai Ali H. Sayed DiffM 35 0 0 28 Apr 2025
Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Muyun Li Aaron Fainman Stefan Vlaski 43 0 0 06 Jan 2025
Attribute Inference Attacks for Federated Regression Tasks Francesco Diana Othmane Marfoq Chuan Xu Giovanni Neglia F. Giroire Eoin Thomas AAML 279 1 0 19 Nov 2024
Decentralized Adversarial Training over Graphs Ying Cao Elsa Rizk Stefan Vlaski Ali H. Sayed AAML 48 1 0 23 Mar 2023
Multi-Agent Adversarial Training Using Diffusion Learning Ying Cao Elsa Rizk Stefan Vlaski Ali H. Sayed DiffM 40 4 0 03 Mar 2023
Enforcing Privacy in Distributed Learning with Performance Guarantees Elsa Rizk Stefan Vlaski Ali H. Sayed FedML 38 9 0 16 Jan 2023
Local Model Reconstruction Attacks in Federated Learning and their Uses Ilias Driouich Chuan Xu Giovanni Neglia F. Giroire Eoin Thomas AAML FedML 41 2 0 28 Oct 2022
Distributed Adaptive Learning Under Communication Constraints Marco Carpentiero Vincenzo Matta Ali H. Sayed 29 17 0 03 Dec 2021
Competing Adaptive Networks Stefan Vlaski Ali H. Sayed 23 2 0 29 Mar 2021
Distributed Gradient Flow: Nonsmoothness, Nonconvexity, and Saddle Point Evasion Brian Swenson Ryan W. Murray H. Vincent Poor S. Kar 22 16 0 12 Aug 2020
Variance-Reduced Decentralized Stochastic Optimization with Gradient Tracking -- Part II: GT-SVRG Ran Xin U. Khan S. Kar 22 8 0 08 Oct 2019
Second-Order Guarantees of Stochastic Gradient Descent in Non-Convex Optimization Stefan Vlaski Ali H. Sayed ODL 37 21 0 19 Aug 2019
Distributed Learning in Non-Convex Environments -- Part II: Polynomial Escape from Saddle-Points Stefan Vlaski Ali H. Sayed 27 53 0 03 Jul 2019
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 186 1,186 0 30 Nov 2014