Communication-Efficient Algorithms for Decentralized and Stochastic Optimization

14 January 2017

Papers citing "Communication-Efficient Algorithms for Decentralized and Stochastic Optimization"

27 / 27 papers shown

Title
From Interpretation to Correction: A Decentralized Optimization Framework for Exact Convergence in Federated Learning Bicheng Ying Zhe Li Haibo Yang FedML 68 0 0 25 Mar 2025
Federated Multi-Level Optimization over Decentralized Networks Shuoguang Yang Xuezhou Zhang Mengdi Wang AI4CE 25 0 0 10 Oct 2023
Adaptive Consensus: A network pruning approach for decentralized optimization S. Shah A. Berahas Raghu Bollapragada 9 2 0 06 Sep 2023
Revolutionizing Wireless Networks with Federated Learning: A Comprehensive Review Sajjad Emdadi Mahdimahalleh AI4CE 18 0 0 01 Aug 2023
Blockchain-Based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Behavior Amir Jaberzadeh A. Shrestha F. Khan Mohammed Afaan Shaikh Bhargav Dave Jason Geng FedML 19 3 0 19 Jul 2023
CoDeC: Communication-Efficient Decentralized Continual Learning Sakshi Choudhary Sai Aparna Aketi Gobinda Saha Kaushik Roy CLL 24 3 0 27 Mar 2023
Distributed Optimization Methods for Multi-Robot Systems: Part II -- A Survey O. Shorinwa Trevor Halsted Javier Yu Mac Schwager 16 18 0 26 Jan 2023
CEDAS: A Compressed Decentralized Stochastic Gradient Method with Improved Convergence Kun-Yen Huang Shin-Yi Pu 22 9 0 14 Jan 2023
A Penalty-Based Method for Communication-Efficient Decentralized Bilevel Programming Parvin Nazari Ahmad Mousavi Davoud Ataee Tarzanagh George Michailidis 19 4 0 08 Nov 2022
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks Shuoguang Yang Xuezhou Zhang Mengdi Wang 32 42 0 22 Jun 2022
Confederated Learning: Federated Learning with Decentralized Edge Servers Bin Wang Jun Fang Hongbin Li Xiaojun Yuan Qing Ling FedML 15 23 0 30 May 2022
Local Stochastic Factored Gradient Descent for Distributed Quantum State Tomography J. Kim Taha Toghani César A. Uribe Anastasios Kyrillidis 17 3 0 22 Mar 2022
Convergence Rates of Two-Time-Scale Gradient Descent-Ascent Dynamics for Solving Nonconvex Min-Max Problems Thinh T. Doan 11 15 0 17 Dec 2021
Federated Learning over Wireless IoT Networks with Optimized Communication and Resources Student Member Ieee Hao Chen Shaocheng Huang Deyou Zhang Ming Xiao Fellow Ieee Mikael Skoglund L. F. I. H. Vincent Poor 16 92 0 22 Oct 2021
Decentralized Federated Averaging Tao Sun Dongsheng Li Bao Wang FedML 26 206 0 23 Apr 2021
Distributed Bootstrap for Simultaneous Inference Under High Dimensionality Yang Yu Shih-Kang Chao Guang Cheng FedML 16 10 0 19 Feb 2021
Decentralized Distributed Optimization for Saddle Point Problems Alexander Rogozin Alexander Beznosikov D. Dvinskikh D. Kovalev Pavel Dvurechensky Alexander Gasnikov 14 27 0 15 Feb 2021
Incremental Without Replacement Sampling in Nonconvex Optimization Edouard Pauwels 19 5 0 15 Jul 2020
Gradient tracking and variance reduction for decentralized optimization and machine learning Ran Xin S. Kar U. Khan 9 10 0 13 Feb 2020
Robust Distributed Accelerated Stochastic Gradient Methods for Multi-Agent Networks Alireza Fallah Mert Gurbuzbalaban Asuman Ozdaglar Umut Simsekli Lingjiong Zhu 17 28 0 19 Oct 2019
Stochastic First-order Methods for Convex and Nonconvex Functional Constrained Optimization Digvijay Boob Qi Deng Guanghui Lan 37 92 0 07 Aug 2019
Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning Shi Pu Alexander Olshevsky I. Paschalidis 11 40 0 28 Jun 2019
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters Pavel Dvurechensky D. Dvinskikh Alexander Gasnikov César A. Uribe Angelia Nedić 11 104 0 11 Jun 2018
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning Tianyi Chen G. Giannakis Tao Sun W. Yin 19 296 0 25 May 2018
A Distributed Stochastic Gradient Tracking Method Shi Pu A. Nedić 14 60 0 21 Mar 2018
D $^2$ : Decentralized Training over Decentralized Data Hanlin Tang Xiangru Lian Ming Yan Ce Zhang Ji Liu 10 346 0 19 Mar 2018
A Fast Distributed Proximal-Gradient Method Annie I. Chen Asuman Ozdaglar 59 146 0 08 Oct 2012