Combining Online Learning Guarantees

24 February 2019

Papers citing "Combining Online Learning Guarantees"

14 / 14 papers shown

Title
Comparator-Adaptive $Φ$ -Regret: Improved Bounds, Simpler Algorithms, and Applications to Games Soumita Hait Ping Li Haipeng Luo Mengxiao Zhang 105 0 0 22 May 2025
Online Learning: Sufficient Statistics and the Burkholder Method Dylan J. Foster Alexander Rakhlin Karthik Sridharan 53 27 0 20 Mar 2018
Black-Box Reductions for Parameter-free Online Learning in Banach Spaces Ashok Cutkosky Francesco Orabona 83 147 0 17 Feb 2018
Parameter-free online learning via model selection Dylan J. Foster Satyen Kale M. Mohri Karthik Sridharan 83 60 0 30 Dec 2017
Coin Betting and Parameter-Free Online Learning Francesco Orabona D. Pál 160 165 0 12 Feb 2016
On Equivalence of Martingale Tail Bounds and Deterministic Regret Inequalities Alexander Rakhlin Karthik Sridharan 55 49 0 13 Oct 2015
Adaptive Online Learning Dylan J. Foster Alexander Rakhlin Karthik Sridharan 100 51 0 21 Aug 2015
Normalized Online Learning Stéphane Ross Paul Mineiro John Langford 143 69 0 09 Aug 2014
Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning Francesco Orabona 140 103 0 15 Jun 2014
Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and Normal Approximations H. B. McMahan Francesco Orabona 132 78 0 03 Mar 2014
No-Regret Algorithms for Unconstrained Online Convex Optimization Matthew J. Streeter H. B. McMahan ODL 78 89 0 09 Nov 2012
Online Learning with Predictable Sequences Alexander Rakhlin Karthik Sridharan 207 359 0 18 Aug 2012
Adaptive Bound Optimization for Online Convex Optimization H. B. McMahan Matthew J. Streeter ODL 98 388 0 26 Feb 2010
Empirical Bernstein Bounds and Sample Variance Penalization Andreas Maurer Massimiliano Pontil 390 543 0 21 Jul 2009