Adaptivity to Noise Parameters in Nonparametric Active Learning

16 March 2017

Papers citing "Adaptivity to Noise Parameters in Nonparametric Active Learning"

13 / 13 papers shown

Title
Active Nearest-Neighbor Learning in Metric Spaces A. Kontorovich Sivan Sabato Ruth Urner 473 36 0 22 May 2016
Algorithmic Connections Between Active Learning and Stochastic Convex Optimization Aaditya Ramdas Aarti Singh 38 21 0 15 May 2015
Learning From Non-iid Data: Fast Rates for the One-vs-All Multiclass Plug-in Classifiers Vu C. Dinh L. Ho Cuong V Nguyen D. M. Nguyen Binh T. Nguyen VLM 48 15 0 12 Aug 2014
Beyond Disagreement-based Agnostic Active Learning Chicheng Zhang Kamalika Chaudhuri 160 86 0 10 Jul 2014
Honest and adaptive confidence sets in Lp Alexandra Carpentier 90 14 0 25 Jun 2013
On adaptive inference and confidence bands M. Hoffmann Richard Nickl 113 82 0 23 Feb 2012
Adaptive confidence sets in L^2 Adam D. Bull Richard Nickl 103 48 0 23 Nov 2011
The multi-armed bandit problem with covariates Vianney Perchet Philippe Rigollet 441 174 0 27 Oct 2011
Plug-in Approach to Active Learning Stanislav Minsker 105 48 0 07 Apr 2011
X-Armed Bandits Sébastien Bubeck Rémi Munos Gilles Stoltz Csaba Szepesvari 157 383 0 25 Jan 2010
Importance Weighted Active Learning A. Beygelzimer S. Dasgupta John Langford 95 364 0 29 Dec 2008
Multi-Armed Bandits in Metric Spaces Robert D. Kleinberg Aleksandrs Slivkins E. Upfal 402 467 0 29 Sep 2008
Fast learning rates for plug-in classifiers Jean-Yves Audibert Alexandre B. Tsybakov 575 465 0 17 Aug 2007