Adaptivity and Optimality: A Universal Algorithm for Online Convex Optimization

15 May 2019

Papers citing "Adaptivity and Optimality: A Universal Algorithm for Online Convex Optimization"

11 / 11 papers shown

Title
Introduction to Online Convex Optimization Elad Hazan OffRL 165 1,928 0 07 Sep 2019
Adaptive Regret of Convex and Smooth Functions Lijun Zhang Tie-Yan Liu Zhi Zhou ODL 58 45 0 26 Apr 2019
On the Convergence of Adam and Beyond Sashank J. Reddi Satyen Kale Surinder Kumar 90 2,498 0 19 Apr 2019
Adaptive Online Learning in Dynamic Environments Lijun Zhang Shiyin Lu Zhi Zhou 57 185 0 25 Oct 2018
Improved Strongly Adaptive Online Learning using Coin Betting Kwang-Sung Jun Francesco Orabona Rebecca Willett S. Wright 160 82 0 14 Oct 2016
Improved Dynamic Regret for Non-degenerate Functions Lijun Zhang Tianbao Yang Jinfeng Yi Jing Rong Zhi Zhou 226 127 0 13 Aug 2016
MetaGrad: Multiple Learning Rates in Online Learning T. Erven Wouter M. Koolen ODL 73 25 0 29 Apr 2016
Fast rates in statistical and online learning T. Erven Peter Grünwald Nishant A. Mehta Mark D. Reid Robert C. Williamson 162 109 0 09 Jul 2015
Strongly Adaptive Online Learning Amit Daniely Alon Gonen Shai Shalev-Shwartz ODL 160 178 0 25 Feb 2015
Dynamical Models and Tracking Regret in Online Convex Programming Eric C. Hall Rebecca Willett 86 116 0 07 Jan 2013
A Stochastic View of Optimal Regret through Minimax Duality Jacob D. Abernethy Alekh Agarwal Peter L. Bartlett Alexander Rakhlin 85 95 0 30 Mar 2009