Noise-tolerant, Reliable Active Classification with Comparison Queries

15 January 2020

Papers citing "Noise-tolerant, Reliable Active Classification with Comparison Queries"

9 / 9 papers shown

Title
Learning Noisy Halfspaces with a Margin: Massart is No Harder than Random Gautam Chandrasekaran Vasilis Kontonis Konstantinos Stavropoulos Kevin Tian 114 2 0 20 Jan 2025
The Power of Comparisons for Actively Learning Linear Classifiers Max Hopkins D. Kane Shachar Lovett 34 20 0 08 Jul 2019
Sorting by Swaps with Noisy Comparisons T. Gavenčiak Barbara Geissmann Johannes Lengler 28 13 0 12 Mar 2018
Active classification with comparison queries D. Kane Shachar Lovett Shay Moran Jiapeng Zhang VLM 57 67 0 11 Apr 2017
Efficient Learning of Linear Separators under Bounded Noise Pranjal Awasthi Maria-Florina Balcan Nika Haghtalab Ruth Urner 51 95 0 12 Mar 2015
Minimax Analysis of Active Learning Steve Hanneke Liu Yang 114 108 0 03 Oct 2014
Active and passive learning of linear separators under log-concave distributions Maria-Florina Balcan Philip M. Long 69 148 0 06 Nov 2012
Optimal rates for first-order stochastic convex optimization under Tsybakov noise condition Aaditya Ramdas Aarti Singh 58 31 0 12 Jul 2012
Rates of convergence in active learning Steve Hanneke 111 153 0 09 Mar 2011