Optimal learning with Bernstein Online Aggregation

4 April 2014

Papers citing "Optimal learning with Bernstein Online Aggregation"

14 / 14 papers shown

Title
Random feature-based double Vovk-Azoury-Warmuth algorithm for online multi-kernel learning Dmitry B. Rokhlin Olga V. Gurtovaya 68 0 0 25 Mar 2025
Second-order Quantile Methods for Experts and Combinatorial Games Wouter M. Koolen T. Erven 76 103 0 27 Feb 2015
A Second-order Bound with Excess Losses Pierre Gaillard Gilles Stoltz T. Erven 56 152 0 10 Feb 2014
Optimal learning with $Q$ -aggregation Guillaume Lecué Philippe Rigollet FedML 80 47 0 25 Jan 2013
Prediction of time series by statistical learning: general losses and fast rates Pierre Alquier Xiaoyin Li Olivier Wintenberger AI4TS 111 46 0 08 Nov 2012
Deviation optimal learning using greedy Q-aggregation Dong Dai Philippe Rigollet Tong Zhang 57 68 0 12 Mar 2012
The Generalization Ability of Online Algorithms for Dependent Data Alekh Agarwal John C. Duchi 116 96 0 11 Oct 2011
Sparsity regret bounds for individual sequences in online linear regression Sébastien Gerchinovitz 139 108 0 05 Jan 2011
Kullback-Leibler aggregation and misspecified generalized linear models Philippe Rigollet FedML 87 82 0 16 Nov 2009
Fast learning rates in statistical inference through aggregation Jean-Yves Audibert 86 119 0 08 Sep 2009
Empirical Bernstein Bounds and Sample Variance Penalization Andreas Maurer Massimiliano Pontil 205 540 0 21 Jul 2009
A Stochastic View of Optimal Regret through Minimax Duality Jacob D. Abernethy Alekh Agarwal Peter L. Bartlett Alexander Rakhlin 72 95 0 30 Mar 2009
Stability Bound for Stationary Phi-mixing and Beta-mixing Processes M. Mohri Afshin Rostamizadeh 73 152 0 11 Nov 2008
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 246 458 0 03 Dec 2007