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Strongly Adaptive Online Learning

25 February 2015

Papers citing "Strongly Adaptive Online Learning"

22 / 122 papers shown

Title
Adaptive Regret of Convex and Smooth Functions Lijun Zhang Tie-Yan Liu Zhi Zhou ODL 105 45 0 26 Apr 2019
Competitive ratio versus regret minimization: achieving the best of both worlds Amit Daniely Yishay Mansour 31 2 0 07 Apr 2019
Adaptive Online Learning in Dynamic Environments Lijun Zhang Shiyin Lu Zhi Zhou 78 185 0 25 Oct 2018
Predictor-Corrector Policy Optimization Ching-An Cheng Xinyan Yan Nathan D. Ratliff Byron Boots OnRL 49 23 0 15 Oct 2018
Proximal Online Gradient is Optimum for Dynamic Regret Yawei Zhao Shuang Qiu Ji Liu 68 7 0 08 Oct 2018
Online Prediction of Switching Graph Labelings with Cluster Specialists Mark Herbster James Robinson 44 0 0 17 Jun 2018
Online Learning for Non-Stationary A/B Tests Andrés Munoz Medina Sergei Vassilvitskii Dong Yin 110 3 0 14 Feb 2018
Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics Yanning Shen Tianyi Chen G. Giannakis 69 64 0 28 Dec 2017
Tracking the Best Expert in Non-stationary Stochastic Environments Chen-Yu Wei Yi-Te Hong Chi-Jen Lu 72 59 0 02 Dec 2017
Small-loss bounds for online learning with partial information Thodoris Lykouris Karthik Sridharan Éva Tardos 98 41 0 09 Nov 2017
Online Learning for Changing Environments using Coin Betting Kwang-Sung Jun Francesco Orabona S. Wright Rebecca Willett 69 19 0 06 Nov 2017
On the Hardness of Inventory Management with Censored Demand Data Gábor Lugosi Mihalis G. Markakis Gergely Neu 34 7 0 16 Oct 2017
$Non-stationary Stochastic Optimization under $L_{p,q}$-Variation Measures$ Non-stationary Stochastic Optimization under $L_{p,q}$ -Variation Measures Xi Chen Yining Wang Yu Wang 108 12 0 09 Aug 2017
Efficient Contextual Bandits in Non-stationary Worlds Haipeng Luo Chen-Yu Wei Alekh Agarwal John Langford 91 133 0 05 Aug 2017
Non-Stationary Bandits with Habituation and Recovery Dynamics Yonatan Dov Mintz A. Aswani Philip M. Kaminsky E. Flowers Yoshimi Fukuoka 215 57 0 26 Jul 2017
Online Learning with Automata-based Expert Sequences M. Mohri Scott Yang OffRL 11 1 0 29 Apr 2017
Dynamic Regret of Strongly Adaptive Methods Lijun Zhang Tianbao Yang Rong Jin Zhi Zhou ODL 69 10 0 26 Jan 2017
Similarity Function Tracking using Pairwise Comparisons Kristjan Greenewald Stephen Kelley Brandon Oselio Alfred Hero 123 1 0 07 Jan 2017
Improved Strongly Adaptive Online Learning using Coin Betting Kwang-Sung Jun Francesco Orabona Rebecca Willett S. Wright 214 83 0 14 Oct 2016
Dynamic Metric Learning from Pairwise Comparisons Kristjan Greenewald Stephen Kelley Alfred Hero 62 4 0 10 Oct 2016
Improved Dynamic Regret for Non-degenerate Functions Lijun Zhang Tianbao Yang Jinfeng Yi Jing Rong Zhi Zhou 259 128 0 13 Aug 2016
Nonstationary Distance Metric Learning Kristjan Greenewald Stephen Kelley Alfred Hero 19 0 0 11 Mar 2016