Average-Case Active Learning with Costs

18 May 2009

Papers citing "Average-Case Active Learning with Costs"

9 / 9 papers shown

Title
Regularized impurity reduction: Accurate decision trees with complexity guarantees Guangyi Zhang Aristides Gionis 44 13 0 23 Aug 2022
A Tight Analysis of Greedy Yields Subexponential Time Approximation for Uniform Decision Tree Ray Li Percy Liang Stephen Mussmann 34 6 0 26 Jun 2019
Generalized Binary Search For Split-Neighborly Problems Stephen Mussmann Percy Liang 46 4 0 27 Feb 2018
Diameter-Based Active Learning Christopher Tosh S. Dasgupta AI4CE 23 24 0 27 Feb 2017
Distance-Penalized Active Learning Using Quantile Search J. Lipor B. Wong D. Scavia B. Kerkez Laura Balzano 26 12 0 28 Sep 2015
Near Optimal Bayesian Active Learning for Decision Making Shervin Javdani Yuxin Chen Amin Karbasi Andreas Krause J. Andrew Bagnell S. Srinivasa 299 57 0 24 Feb 2014
Decision Trees for Function Evaluation - Simultaneous Optimization of Worst and Expected Cost Ferdinando Cicalese E. Laber A. Saettler 106 9 0 11 Sep 2013
Near-Optimal Bayesian Active Learning with Noisy Observations Daniel Golovin Andreas Krause Debajyoti Ray 146 206 0 15 Oct 2010
Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization Daniel Golovin Andreas Krause 185 603 0 21 Mar 2010