Annealing for Distributed Global Optimization

Annealing for Distributed Global Optimization

18 March 2019

H. Vincent Poor

Papers citing "Annealing for Distributed Global Optimization"

16 / 16 papers shown

Title
Accelerated Stochastic Min-Max Optimization Based on Bias-corrected Momentum H. Cai Sulaiman A. Alghunaim Ali H.Sayed 43 1 0 18 Jun 2024
Diffusion Stochastic Optimization for Min-Max Problems H. Cai Sulaiman A. Alghunaim Ali H. Sayed 32 2 0 26 Jan 2024
Decentralized Nonconvex Optimization with Guaranteed Privacy and Accuracy Yongqiang Wang Tamer Basar 18 21 0 14 Dec 2022
Second-Order Guarantees in Federated Learning Stefan Vlaski Elsa Rizk Ali H. Sayed FedML 14 7 0 02 Dec 2020
Distributed Gradient Flow: Nonsmoothness, Nonconvexity, and Saddle Point Evasion Brian Swenson Ryan W. Murray H. Vincent Poor S. Kar 12 16 0 12 Aug 2020
Distributed Stochastic Nonconvex Optimization and Learning based on Successive Convex Approximation P. Lorenzo Simone Scardapane 33 2 0 30 Apr 2020
Second-Order Guarantees in Centralized, Federated and Decentralized Nonconvex Optimization Stefan Vlaski Ali H. Sayed 18 5 0 31 Mar 2020
Distributed Learning in the Non-Convex World: From Batch to Streaming Data, and Beyond Tsung-Hui Chang Mingyi Hong Hoi-To Wai Xinwei Zhang Songtao Lu GNN 15 13 0 14 Jan 2020
Linear Speedup in Saddle-Point Escape for Decentralized Non-Convex Optimization Stefan Vlaski Ali H. Sayed 20 2 0 30 Oct 2019
On Distributed Stochastic Gradient Algorithms for Global Optimization Brian Swenson Anirudh Sridhar H. Vincent Poor 9 8 0 21 Oct 2019
Second-Order Guarantees of Stochastic Gradient Descent in Non-Convex Optimization Stefan Vlaski Ali H. Sayed ODL 20 21 0 19 Aug 2019
Distributed Gradient Descent: Nonconvergence to Saddle Points and the Stable-Manifold Theorem Brian Swenson Ryan W. Murray H. Vincent Poor S. Kar 18 14 0 07 Aug 2019
Distributed Global Optimization by Annealing Brian Swenson S. Kar H. Vincent Poor José M. F. Moura 9 3 0 20 Jul 2019
Distributed Learning in Non-Convex Environments -- Part II: Polynomial Escape from Saddle-Points Stefan Vlaski Ali H. Sayed 19 53 0 03 Jul 2019
Distributed Learning in Non-Convex Environments -- Part I: Agreement at a Linear Rate Stefan Vlaski Ali H. Sayed 10 69 0 03 Jul 2019
Distributed Non-Convex First-Order Optimization and Information Processing: Lower Complexity Bounds and Rate Optimal Algorithms Haoran Sun Mingyi Hong 8 52 0 08 Apr 2018