Online Learning for Changing Environments using Coin Betting

6 November 2017

Papers citing "Online Learning for Changing Environments using Coin Betting"

10 / 10 papers shown

Title
Training Deep Networks without Learning Rates Through Coin Betting Francesco Orabona Tatiana Tommasi ODL 39 4 0 22 May 2017
Dynamic Regret of Strongly Adaptive Methods Lijun Zhang Tianbao Yang Rong Jin Zhi Zhou ODL 53 10 0 26 Jan 2017
Improved Strongly Adaptive Online Learning using Coin Betting Kwang-Sung Jun Francesco Orabona Rebecca Willett S. Wright 176 83 0 14 Oct 2016
Dynamic Metric Learning from Pairwise Comparisons Kristjan Greenewald Stephen Kelley Alfred Hero 37 4 0 10 Oct 2016
Coin Betting and Parameter-Free Online Learning Francesco Orabona D. Pál 164 166 0 12 Feb 2016
Strongly Adaptive Online Learning Amit Daniely Alon Gonen Shai Shalev-Shwartz ODL 167 178 0 25 Feb 2015
A Generalized Online Mirror Descent with Applications to Classification and Regression Francesco Orabona K. Crammer Nicolò Cesa-Bianchi 186 79 0 10 Apr 2013
Partition Tree Weighting J. Veness Martha White Michael Bowling András Gyorgy 128 22 0 03 Nov 2012
Mirror Descent Meets Fixed Share (and feels no regret) Nicolò Cesa-Bianchi Pierre Gaillard Gabor Lugosi Gilles Stoltz 219 99 0 15 Feb 2012
Efficient Tracking of Large Classes of Experts András Gyorgy Tamás Linder Gábor Lugosi 129 75 0 12 Oct 2011