Localization of VC Classes: Beyond Local Rademacher Complexities

2 June 2016

Papers citing "Localization of VC Classes: Beyond Local Rademacher Complexities"

10 / 10 papers shown

Title
Refined Error Bounds for Several Learning Algorithms Steve Hanneke 97 38 0 22 Dec 2015
Fast rates in statistical and online learning T. Erven Peter Grünwald Nishant A. Mehta Mark D. Reid Robert C. Williamson 162 109 0 09 Jul 2015
The Optimal Sample Complexity of PAC Learning Steve Hanneke 57 146 0 02 Jul 2015
`local' vs. `global' parameters -- breaking the gaussian complexity barrier S. Mendelson 56 24 0 09 Apr 2015
Learning with Square Loss: Localization through Offset Rademacher Complexity Tengyuan Liang Alexander Rakhlin Karthik Sridharan 64 74 0 21 Feb 2015
Minimax Analysis of Active Learning Steve Hanneke Liu Yang 114 108 0 03 Oct 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
Active and passive learning of linear separators under log-concave distributions Maria-Florina Balcan Philip M. Long 69 148 0 06 Nov 2012
Rejoinder: 2004 IMS Medallion Lecture: Local Rademacher complexities and oracle inequalities in risk minimization V. Koltchinskii 566 196 0 01 Aug 2007