Learning with Square Loss: Localization through Offset Rademacher Complexity

21 February 2015

Papers citing "Learning with Square Loss: Localization through Offset Rademacher Complexity"

8 / 8 papers shown

Title
Sharp Rates in Dependent Learning Theory: Avoiding Sample Size Deflation for the Square Loss Ingvar M. Ziemann Stephen Tu George J. Pappas Nikolai Matni 67 9 0 08 Feb 2024
On aggregation for heavy-tailed classes S. Mendelson 72 28 0 25 Feb 2015
Learning without Concentration for General Loss Functions S. Mendelson 159 65 0 13 Oct 2014
Online Nonparametric Regression Alexander Rakhlin Karthik Sridharan 174 101 0 11 Feb 2014
Learning without Concentration S. Mendelson 219 333 0 01 Jan 2014
Empirical entropy, minimax regret and minimax risk Alexander Rakhlin Karthik Sridharan Alexandre B. Tsybakov 164 81 0 06 Aug 2013
Learning subgaussian classes : Upper and minimax bounds Guillaume Lecué S. Mendelson 132 86 0 21 May 2013
Deviation optimal learning using greedy Q-aggregation Dong Dai Philippe Rigollet Tong Zhang 60 69 0 12 Mar 2012