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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

Active Learning by Querying Informative and Representative Examples NIPS 2010
Gaussian Process Preference Elicitation NIPS 2010
Supervised Clustering NIPS 2010
Extensions of Generalized Binary Search to Group Identification and Exponential Costs NIPS 2010
Active Estimation of F-Measures NIPS 2010
Active Learning Applied to Patient-Adaptive Heartbeat Classification NIPS 2010
Rademacher Complexities and Bounding the Excess Risk in Active Learning JMLR 2010
Active Instance Sampling via Matrix Partition NIPS 2010
A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design JMLR 2010
Guarantees for Approximate Incremental SVMs AISTATS 2010
Active Sequential Learning with Tactile Feedback AISTATS 2010
Negative Results for Active Learning with Convex Losses AISTATS 2010
Multi-View Active Learning in the Non-Realizable Case NIPS 2010
Agnostic Active Learning Without Constraints NIPS 2010
Analysis of Perceptron-Based Active Learning JMLR 2009
Submodularity Cuts and Applications NIPS 2009
Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition NIPS 2009
Noisy Generalized Binary Search NIPS 2009
Learning to Explore and Exploit in POMDPs NIPS 2009
Sufficient Conditions for Agnostic Active Learnable NIPS 2009
Multi-Level Active Prediction of Useful Image Annotations for Recognition NIPS 2008
Linear Classification and Selective Sampling Under Low Noise Conditions NIPS 2008
Human Active Learning NIPS 2008
Active Learning of Causal Networks with Intervention Experiments and Optimal Designs JMLR 2008
Active Learning by Spherical Subdivision JMLR 2008