Online Learning: Sufficient Statistics and the Burkholder Method

20 March 2018

Papers citing "Online Learning: Sufficient Statistics and the Burkholder Method"

16 / 16 papers shown

Title
New Potential-Based Bounds for Prediction with Expert Advice Vladimir A. Kobzar R. Kohn Zhilei Wang 118 21 0 05 Nov 2019
Black-Box Reductions for Parameter-free Online Learning in Banach Spaces Ashok Cutkosky Francesco Orabona 81 146 0 17 Feb 2018
Parameter-free online learning via model selection Dylan J. Foster Satyen Kale M. Mohri Karthik Sridharan 77 60 0 30 Dec 2017
ZigZag: A new approach to adaptive online learning Dylan J. Foster Alexander Rakhlin Karthik Sridharan 40 12 0 13 Apr 2017
Online Learning Without Prior Information Ashok Cutkosky K. Boahen ODL 39 74 0 07 Mar 2017
Online Convex Optimization with Unconstrained Domains and Losses Ashok Cutkosky K. Boahen ODL 49 32 0 07 Mar 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 52 48 0 13 Oct 2015
Adaptive Online Learning Dylan J. Foster Alexander Rakhlin Karthik Sridharan 98 51 0 21 Aug 2015
Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning Francesco Orabona 134 103 0 15 Jun 2014
Sum-of-squares proofs and the quest toward optimal algorithms Boaz Barak David Steurer 64 137 0 21 Apr 2014
Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and Normal Approximations H. B. McMahan Francesco Orabona 130 77 0 03 Mar 2014
Minimax Optimal Algorithms for Unconstrained Linear Optimization H. B. McMahan 89 42 0 08 Feb 2013
Relative Loss Bounds for On-line Density Estimation with the Exponential Family of Distributions Katy S. Azoury Manfred K. Warmuth 156 324 0 23 Jan 2013
On the Universality of Online Mirror Descent Nathan Srebro Karthik Sridharan Ambuj Tewari 175 145 0 20 Jul 2011
Online Learning via Sequential Complexities Alexander Rakhlin Karthik Sridharan Ambuj Tewari 112 103 0 06 Jun 2010