Fast Rates for Online Prediction with Abstention

28 January 2020

Papers citing "Fast Rates for Online Prediction with Abstention"

9 / 9 papers shown

Title
Fast classification rates without standard margin assumptions Olivier Bousquet Nikita Zhivotovskiy 18 19 0 28 Oct 2019
Online Learning with Abstention Corinna Cortes Giulia DeSalvo Claudio Gentile M. Mohri Scott Yang 97 47 0 09 Mar 2017
Combining Adversarial Guarantees and Stochastic Fast Rates in Online Learning Wouter M. Koolen Peter Grünwald T. Erven 53 38 0 20 May 2016
The Extended Littlestone's Dimension for Learning with Mistakes and Abstentions Chicheng Zhang Kamalika Chaudhuri 50 23 0 21 Apr 2016
Fast rates in statistical and online learning T. Erven Peter Grünwald Nishant A. Mehta Mark D. Reid Robert C. Williamson 167 109 0 09 Jul 2015
The Sample Complexity of Learning Linear Predictors with the Squared Loss Ohad Shamir 56 40 0 19 Jun 2014
Follow the Leader If You Can, Hedge If You Must S. D. Rooij T. Erven Peter Grünwald Wouter M. Koolen 177 180 0 03 Jan 2013
Adaptive Hedge T. Erven Peter Grünwald Wouter M. Koolen S. D. Rooij 76 50 0 28 Oct 2011
Fast learning rates in statistical inference through aggregation Jean-Yves Audibert 115 119 0 08 Sep 2009