Dictionary Learning over Distributed Models

6 February 2014

Papers citing "Dictionary Learning over Distributed Models"

24 / 24 papers shown

Title
Distributed Continual Learning with CoCoA in High-dimensional Linear Regression Martin Hellkvist Ayça Özçelikkale Anders Ahlén OOD 33 1 0 04 Dec 2023
PRECISION: Decentralized Constrained Min-Max Learning with Low Communication and Sample Complexities Zhuqing Liu Xin Zhang Songtao Lu Jia-Wei Liu 32 7 0 05 Mar 2023
Differentially Private Decentralized Optimization with Relay Communication Luqing Wang Luyao Guo Shaofu Yang Xinli Shi 13 0 0 21 Dec 2022
Continual Learning with Distributed Optimization: Does CoCoA Forget? Martin Hellkvist Ayça Özçelikkale Anders Ahlén CLL OOD 14 1 0 30 Nov 2022
$Decentralized Complete Dictionary Learning via $\ell^{4}$-Norm Maximization$ Decentralized Complete Dictionary Learning via $\ell^{4}$ -Norm Maximization Qiheng Lu Lixiang Lian 15 1 0 07 Nov 2022
Stability and Generalization for Markov Chain Stochastic Gradient Methods Puyu Wang Yunwen Lei Yiming Ying Ding-Xuan Zhou 16 18 0 16 Sep 2022
GT-STORM: Taming Sample, Communication, and Memory Complexities in Decentralized Non-Convex Learning Xin Zhang Jia Liu Zhengyuan Zhu Elizabeth S. Bentley 29 14 0 04 May 2021
A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features Sulaiman A. Alghunaim Ming Yan A. H. Sayed 11 4 0 15 Jun 2020
Study of Diffusion Normalized Least Mean M-estimate Algorithms Yi Yu Hongsen He Tao Yang Xueyuan Wang R. D. Lamare 26 0 0 20 Apr 2020
Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: A Joint Gradient Estimation and Tracking Approach Haoran Sun Songtao Lu Mingyi Hong 17 37 0 13 Oct 2019
Dynamic Average Diffusion with randomized Coordinate Updates Bicheng Ying Kun Yuan A. H. Sayed 17 6 0 21 Oct 2018
Decentralized Dictionary Learning Over Time-Varying Digraphs Amir Daneshmand Ying Sun G. Scutari F. Facchinei Brian M. Sadler FedML 21 10 0 17 Aug 2018
Supervised Learning Under Distributed Features Bicheng Ying Kun Yuan A. H. Sayed 9 43 0 29 May 2018
MBA: Mini-Batch AUC Optimization San Gultekin A. Saha A. Ratnaparkhi John Paisley 28 22 0 29 May 2018
Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization Xianghui Mao Kun Yuan Yubin Hu Yuantao Gu A. H. Sayed W. Yin 16 55 0 18 Apr 2018
Distributed Dictionary Learning Amir Daneshmand G. Scutari F. Facchinei FedML 13 9 0 21 Dec 2016
Diffusion LMS for Multitask Problems with Local Linear Equality Constraints Roula Nassif C. Richard A. Ferrari A. H. Sayed 13 53 0 10 Oct 2016
Online Nonnegative Matrix Factorization with General Divergences Renbo Zhao Vincent Y. F. Tan Huan Xu 18 29 0 30 Jul 2016
Online Nonnegative Matrix Factorization with Outliers Renbo Zhao Vincent Y. F. Tan 19 47 0 10 Apr 2016
Asynchronous adaptive networks A. H. Sayed Xiaochuan Zhao 25 12 0 30 Nov 2015
On the Asymptotic Bias of the Diffusion-Based Distributed Pareto Optimization Reza Arablouei K. Doğançay Stefan Werner Yih-Fang Huang 26 2 0 13 Nov 2015
Cloud K-SVD: A Collaborative Dictionary Learning Algorithm for Big, Distributed Data Haroon Raja W. Bajwa 24 91 0 25 Dec 2014
On the Learning Behavior of Adaptive Networks - Part I: Transient Analysis Jianshu Chen A. H. Sayed 51 131 0 29 Dec 2013
Distributed Pareto Optimization via Diffusion Strategies Jianshu Chen A. H. Sayed 71 174 0 13 Aug 2012