Distributed Optimization with Arbitrary Local Solvers

Distributed Optimization with Arbitrary Local Solvers

13 December 2015

Michael I. Jordan

Peter Richtárik

Papers citing "Distributed Optimization with Arbitrary Local Solvers"

11 / 11 papers shown

Title
Communication-Efficient, 2D Parallel Stochastic Gradient Descent for Distributed-Memory Optimization Aditya Devarakonda Ramakrishnan Kannan FedML 35 0 0 13 Jan 2025
Distributed outer approximation of the intersection of ellipsoids R. Aldana-López Eduardo Sebastián Rosario Aragues Eduardo Montijano C. Sagüés 11 1 0 24 May 2023
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing Wei Xu Zhaohui Yang Derrick Wing Kwan Ng Marco Levorato Yonina C. Eldar Mérouane Debbah 16 395 0 01 Jun 2022
Communication-Efficient Hierarchical Federated Learning for IoT Heterogeneous Systems with Imbalanced Data A. Abdellatif N. Mhaisen Amr M. Mohamed A. Erbad M. Guizani Z. Dawy W. Nasreddine FedML 55 92 0 14 Jul 2021
Distributed Second Order Methods with Fast Rates and Compressed Communication Rustem Islamov Xun Qian Peter Richtárik 11 51 0 14 Feb 2021
Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks Qianqian Zhang A. Ferdowsi Walid Saad M. Bennis 11 31 0 02 Feb 2021
Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks Minh N. H. Nguyen N. H. Tran Y. Tun Zhu Han C. Hong FedML 6 49 0 25 Nov 2020
Robust Aggregation for Federated Learning Krishna Pillutla Sham Kakade Zaïd Harchaoui FedML 8 624 0 31 Dec 2019
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning Tianyi Chen G. Giannakis Tao Sun W. Yin 11 296 0 25 May 2018
AIDE: Fast and Communication Efficient Distributed Optimization Sashank J. Reddi Jakub Konecný Peter Richtárik Barnabás Póczós Alex Smola 11 150 0 24 Aug 2016
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 76 736 0 19 Mar 2014