Adaptive Online Learning in Dynamic Environments

25 October 2018

Papers citing "Adaptive Online Learning in Dynamic Environments"

10 / 110 papers shown

Title
The Adversarial Robustness of Sampling Omri Ben-Eliezer E. Yogev TTA AAML 61 48 0 26 Jun 2019
Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions Lijun Zhang G. Wang Wei-Wei Tu Zhi Zhou ODL 93 19 0 26 Jun 2019
Online Forecasting of Total-Variation-bounded Sequences Dheeraj Baby Yu Wang AI4TS 76 40 0 08 Jun 2019
Adaptivity and Optimality: A Universal Algorithm for Online Convex Optimization Guanghui Wang Shiyin Lu Lijun Zhang ODL 90 23 0 15 May 2019
Adaptive Regret of Convex and Smooth Functions Lijun Zhang Tie-Yan Liu Zhi Zhou ODL 105 45 0 26 Apr 2019
An Online Learning Approach to Model Predictive Control Nolan Wagener Ching-An Cheng Jacob Sacks Byron Boots 104 73 0 24 Feb 2019
Improved Path-length Regret Bounds for Bandits Sébastien Bubeck Yuanzhi Li Haipeng Luo Chen-Yu Wei 121 46 0 29 Jan 2019
Decentralized Online Learning: Take Benefits from Others' Data without Sharing Your Own to Track Global Trend Wendi Wu Zongren Li Yawei Zhao Chenkai Yu P. Zhao Ji Liu FedML 101 17 0 29 Jan 2019
Proximal Online Gradient is Optimum for Dynamic Regret Yawei Zhao Shuang Qiu Ji Liu 88 7 0 08 Oct 2018
Handling Concept Drift via Model Reuse Peng Zhao Le-Wen Cai Zhi Zhou 64 56 0 08 Sep 2018