v1v2v3v4 (latest)

Decentralized Online Learning: Take Benefits from Others' Data without Sharing Your Own to Track Global Trend

29 January 2019

Papers citing "Decentralized Online Learning: Take Benefits from Others' Data without Sharing Your Own to Track Global Trend"

22 / 22 papers shown

Title
Decentralized Learning in Online Queuing Systems Flore Sentenac Etienne Boursier Vianney Perchet 42 16 0 08 Jun 2021
OD-SGD: One-step Delay Stochastic Gradient Descent for Distributed Training Yemao Xu Dezun Dong Weixia Xu Xiangke Liao 29 7 0 14 May 2020
Understand Dynamic Regret with Switching Cost for Online Decision Making Yawei Zhao Qian Zhao Xingxing Zhang En Zhu Xinwang Liu Jianping Yin 50 12 0 28 Nov 2019
Introduction to Online Convex Optimization Elad Hazan OffRL 175 1,932 0 07 Sep 2019
Stochastic Gradient Push for Distributed Deep Learning Mahmoud Assran Nicolas Loizou Nicolas Ballas Michael G. Rabbat 79 348 0 27 Nov 2018
Adaptive Online Learning in Dynamic Environments Lijun Zhang Shiyin Lu Zhi Zhou 67 185 0 25 Oct 2018
Proximal Online Gradient is Optimum for Dynamic Regret Yawei Zhao Shuang Qiu Ji Liu 26 7 0 08 Oct 2018
Communication Compression for Decentralized Training Hanlin Tang Shaoduo Gan Ce Zhang Tong Zhang Ji Liu 63 273 0 17 Mar 2018
Online Machine Learning in Big Data Streams András A. Benczúr Levente Kocsis Róbert Pálovics 38 43 0 16 Feb 2018
Tracking the Best Expert in Non-stationary Stochastic Environments Chen-Yu Wei Yi-Te Hong Chi-Jen Lu 46 59 0 02 Dec 2017
Decentralized Online Learning with Kernels Alec Koppel Santiago Paternain C. Richard Alejandro Ribeiro 73 51 0 11 Oct 2017
Efficient tracking of a growing number of experts Jaouad Mourtada Odalric-Ambrym Maillard 52 22 0 31 Aug 2017
Improved Strongly Adaptive Online Learning using Coin Betting Kwang-Sung Jun Francesco Orabona Rebecca Willett S. Wright 173 82 0 14 Oct 2016
Distributed Online Optimization in Dynamic Environments Using Mirror Descent Shahin Shahrampour Ali Jadbabaie 228 281 0 09 Sep 2016
On Nonconvex Decentralized Gradient Descent Jinshan Zeng W. Yin 75 191 0 20 Aug 2016
Improved Dynamic Regret for Non-degenerate Functions Lijun Zhang Tianbao Yang Jinfeng Yi Jing Rong Zhi Zhou 235 127 0 13 Aug 2016
Tracking Slowly Moving Clairvoyant: Optimal Dynamic Regret of Online Learning with True and Noisy Gradient Tianbao Yang Lijun Zhang Rong Jin Jinfeng Yi 57 156 0 16 May 2016
Coordinate Dual Averaging for Decentralized Online Optimization with Nonseparable Global Objectives Soomin Lee A. Nedić Maxim Raginsky 35 34 0 31 Aug 2015
Dynamical Models and Tracking Regret in Online Convex Programming Eric C. Hall Rebecca Willett 101 116 0 07 Jan 2013
Mirror Descent Meets Fixed Share (and feels no regret) Nicolò Cesa-Bianchi Pierre Gaillard Gabor Lugosi Gilles Stoltz 202 99 0 15 Feb 2012
Efficient Tracking of Large Classes of Experts András Gyorgy Tamás Linder Gábor Lugosi 115 75 0 12 Oct 2011
Distributed Autonomous Online Learning: Regrets and Intrinsic Privacy-Preserving Properties Feng Yan S. Sundaram S. V. N. Vishwanathan Y. Qi 91 269 0 21 Jun 2010