Network Topology and Communication-Computation Tradeoffs in Decentralized Optimization

26 September 2017

Papers citing "Network Topology and Communication-Computation Tradeoffs in Decentralized Optimization"

24 / 24 papers shown

Title
Decentralized Federated Domain Generalization with Style Sharing: A Formal Modeling and Convergence Analysis Shahryar Zehtabi Dong-Jun Han Seyyedali Hosseinalipour Christopher G. Brinton FedML AI4CE 82 0 0 08 Apr 2025
A Bias-Correction Decentralized Stochastic Gradient Algorithm with Momentum Acceleration Yuchen Hu Xi Chen Weidong Liu Xiaojun Mao 78 0 0 31 Jan 2025
Distributed Event-Based Learning via ADMM Güner Dilsad Er Sebastian Trimpe Michael Muehlebach FedML 64 2 0 17 May 2024
Faster Convergence with Less Communication: Broadcast-Based Subgraph Sampling for Decentralized Learning over Wireless Networks Daniel Pérez Herrera Zheng Chen Erik G. Larsson 96 1 0 24 Jan 2024
Communication-Efficient Federated Optimization over Semi-Decentralized Networks He Wang Yuejie Chi FedML 93 2 0 30 Nov 2023
A Tutorial on Distributed Optimization for Cooperative Robotics: from Setups and Algorithms to Toolboxes and Research Directions Andrea Testa Guido Carnevale G. Notarstefano 62 11 0 08 Sep 2023
Distributed Random Reshuffling Methods with Improved Convergence Kun-Yen Huang Linli Zhou Shi Pu 67 4 0 21 Jun 2023
Resilient Distributed Optimization for Multi-Agent Cyberphysical Systems M. Yemini Angelia Nedić Andrea J. Goldsmith Stephanie Gil 58 7 0 05 Dec 2022
Characterizing Trust and Resilience in Distributed Consensus for Cyberphysical Systems M. Yemini Angelia Nedić Andrea J. Goldsmith Stephanie Gil 33 39 0 09 Mar 2021
How is Distributed ADMM Affected by Network Topology? G. Francca José Bento 27 19 0 02 Oct 2017
Markov Chain Lifting and Distributed ADMM G. França José Bento 30 13 0 10 Mar 2017
Distributed Nonconvex Multiagent Optimization Over Time-Varying Networks Ying Sun G. Scutari Daniel P. Palomar 63 89 0 01 Jul 2016
NEXT: In-Network Nonconvex Optimization P. Lorenzo G. Scutari 84 505 0 01 Feb 2016
ExtraPush for convex smooth decentralized optimization over directed networks Jinshan Zeng W. Yin 61 72 0 10 Nov 2015
Coordinate Dual Averaging for Decentralized Online Optimization with Nonseparable Global Objectives Soomin Lee A. Nedić Maxim Raginsky 20 34 0 31 Aug 2015
Linear Time Average Consensus on Fixed Graphs and Implications for Decentralized Optimization and Multi-Agent Control Alexander Olshevsky 69 88 0 15 Nov 2014
Efficient Distributed Online Prediction and Stochastic Optimization with Approximate Distributed Averaging Konstantinos I. Tsianos Michael G. Rabbat 53 35 0 03 Mar 2014
Distributed optimization over time-varying directed graphs A. Nedić Alexander Olshevsky 47 993 0 10 Mar 2013
Communication/Computation Tradeoffs in Consensus-Based Distributed Optimization Konstantinos I. Tsianos Sean F. Lawlor Michael G. Rabbat 58 81 0 05 Sep 2012
Diffusion Adaptation over Networks Ali H. Sayed 75 446 0 18 May 2012
Diffusion Adaptation Strategies for Distributed Optimization and Learning over Networks Jianshu Chen Ali H. Sayed 80 652 0 31 Oct 2011
Gossip Algorithms for Distributed Signal Processing A. Dimakis S. Kar José M. F. Moura Michael G. Rabbat Anna Scaglione 121 857 0 27 Mar 2010
Distributed Abstract Optimization via Constraints Consensus: Theory and Applications G. Notarstefano Francesco Bullo 63 79 0 30 Oct 2009
Distributed Parameter Estimation in Sensor Networks: Nonlinear Observation Models and Imperfect Communication S. Kar José M. F. Moura K. Ramanan 135 468 0 29 Aug 2008