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ExtraPush for convex smooth decentralized optimization over directed networks

10 November 2015

Papers citing "ExtraPush for convex smooth decentralized optimization over directed networks"

22 / 22 papers shown

Title
Asymmetrically Decentralized Federated LearningIEEE transactions on computers (IEEE Trans. Comput.), 2023 Qinglun Li Miao Zhang Nan Yin Quanjun Yin Li Shen FedML 227 6 0 08 Oct 2023
Distributed Conjugate Gradient Method via Conjugate Direction TrackingAmerican Control Conference (ACC), 2023 O. Shorinwa Mac Schwager 150 2 0 21 Sep 2023
Distributed Optimization Methods for Multi-Robot Systems: Part II -- A SurveyIEEE robotics & automation magazine (IEEE RAM), 2023 O. Shorinwa Trevor Halsted Javier Yu Mac Schwager 225 30 0 26 Jan 2023
Compressed Gradient Tracking for Decentralized Optimization Over General Directed NetworksIEEE Transactions on Signal Processing (IEEE TSP), 2021 Zhuoqing Song Lei Shi Shi Pu Ming Yan 197 32 0 14 Jun 2021
A Survey of Distributed Optimization Methods for Multi-Robot Systems Trevor Halsted O. Shorinwa Javier Yu Mac Schwager 220 47 0 23 Mar 2021
Throughput-Optimal Topology Design for Cross-Silo Federated LearningNeural Information Processing Systems (NeurIPS), 2020 Othmane Marfoq Chuan Xu Giovanni Neglia Richard Vidal FedML 282 104 0 23 Oct 2020
A Robust Gradient Tracking Method for Distributed Optimization over Directed NetworksIEEE Conference on Decision and Control (CDC), 2020 Shi Pu 236 49 0 31 Mar 2020
Quantized Decentralized Stochastic Learning over Directed GraphsInternational Conference on Machine Learning (ICML), 2020 Hossein Taheri Aryan Mokhtari Hamed Hassani Ramtin Pedarsani 334 5 0 23 Feb 2020
Gradient-Consensus: Linearly Convergent Distributed Optimization Algorithm over Directed Graphs Vivek Khatana Govind Saraswat Sourav Patel M. Salapaka 155 2 0 22 Sep 2019
On linear convergence of two decentralized algorithms Yao Li Ming Yan 138 7 0 17 Jun 2019
Distributed Optimization Based on Gradient-tracking Revisited: Enhancing Convergence Rate via Surrogation Ying Sun Amir Daneshmand G. Scutari 306 56 0 07 May 2019
Push-Pull Gradient Methods for Distributed Optimization in Networks Shi Pu Wei Shi Jinming Xu A. Nedić 282 373 0 15 Oct 2018
AsySPA: An Exact Asynchronous Algorithm for Convex Optimization Over Digraphs Jiaqi Zhang Keyou You 141 80 0 13 Aug 2018
Distributed Optimization over Directed Graphs with Row Stochasticity and Constraint Regularity V. Mai E. Abed 100 98 0 19 Jun 2018
Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization Xianghui Mao Kun Yuan Yubin Hu Yuantao Gu Ali H. Sayed W. Yin 249 66 0 18 Apr 2018
Asynchronous Gradient-Push Mahmoud Assran Michael G. Rabbat 175 69 0 23 Mar 2018
A Push-Pull Gradient Method for Distributed Optimization in Networks Shi Pu Wei Shi Jinming Xu A. Nedić 219 101 0 20 Mar 2018
Network Topology and Communication-Computation Tradeoffs in Decentralized Optimization A. Nedić Alexander Olshevsky Michael G. Rabbat 226 549 0 26 Sep 2017
Improved Convergence Rates for Distributed Resource Allocation A. Nedić Alexander Olshevsky Wei Shi 178 86 0 16 Jun 2017
A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates Zhi Li W. Shi Ming Yan 198 247 0 25 Apr 2017
Distributed Convex Optimization with Inequality Constraints over Time-varying Unbalanced DigraphsIEEE Transactions on Automatic Control (IEEE TAC), 2016 Pei Xie Keyou You R. Tempo Shiji Song Cheng Wu 203 114 0 29 Dec 2016
Geometrically Convergent Distributed Optimization with Uncoordinated Step-Sizes A. Nedić Alexander Olshevsky Wei Shi César A. Uribe 133 147 0 19 Sep 2016