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active learning

1295 papers

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Also known as

ALR AL AL OR NULL

Co-occurring keywords

text classification (6776) semi-supervised learning (2331) uncertainty sampling (67) uncertainty quantification (1365) gaussian process (1198) online learning (1770) transfer learning (5442) label complexity (58) sample complexity (1158) bayesian inference (1904)

Papers

Bayesian active learning with localized priors for fast receptive field characterization NIPS 2012
Active Learning of Model Evidence Using Bayesian Quadrature NIPS 2012
Active Learning Using Smooth Relative Regret Approximations with Applications COLT 2012
Hierarchical Optimistic Region Selection driven by Curiosity NIPS 2012
Active Learning from Multiple Knowledge Sources AISTATS 2012
Learning from Weak Teachers AISTATS 2012
An Active Learning Algorithm for Ranking from Pairwise Preferences with an Almost Optimal Query Complexity JMLR 2012
Plug-in Approach to Active Learning JMLR 2012
Active Learning via Perfect Selective Classification JMLR 2012
Active Learning Ranking from Pairwise Preferences with Almost Optimal Query Complexity NIPS 2011
Online Submodular Set Cover, Ranking, and Repeated Active Learning NIPS 2011
Video Annotation and Tracking with Active Learning NIPS 2011
Active Learning with a Drifting Distribution NIPS 2011
Smoothness, Disagreement Coefficient, and the Label Complexity of Agnostic Active Learning JMLR 2011
Active Ranking using Pairwise Comparisons NIPS 2011
Active Boosted Learning (ActBoost) AISTATS 2011
Efficient Learning with Partially Observed Attributes JMLR 2011
Multi-label Active Learning with Auxiliary Learner ACML 2011
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities AISTATS 2011
Lower Bounds for Passive and Active Learning NIPS 2011
Active learning of neural response functions with Gaussian processes NIPS 2011
Bayesian Bias Mitigation for Crowdsourcing NIPS 2011
Budgeted Optimization with Concurrent Stochastic-Duration Experiments NIPS 2011
Online Learning of Multiple Tasks and Their Relationships AISTATS 2011
Hashing Hyperplane Queries to Near Points with Applications to Large-Scale Active Learning NIPS 2010