Active Learning

Active Learning of Multi-Index Function Models NeurIPS 2012 A Linear Time Active Learning Algorithm for Link Classification NeurIPS 2012 Bayesian active learning with localized priors for fast receptive field characterization NeurIPS 2012 Searching for objects driven by context NeurIPS 2012 Selective Labeling via Error Bound Minimization NeurIPS 2012 Active Learning Ranking from Pairwise Preferences with Almost Optimal Query Complexity NeurIPS 2011 Active Learning with a Drifting Distribution NeurIPS 2011 Active Ranking using Pairwise Comparisons NeurIPS 2011 Autonomous Learning of Action Models for Planning NeurIPS 2011 Bayesian Bias Mitigation for Crowdsourcing NeurIPS 2011 Lower Bounds for Passive and Active Learning NeurIPS 2011 Online Submodular Set Cover, Ranking, and Repeated Active Learning NeurIPS 2011 Video Annotation and Tracking with Active Learning NeurIPS 2011 Active Estimation of F-Measures NeurIPS 2010 Active Instance Sampling via Matrix Partition NeurIPS 2010 Active Learning Applied to Patient-Adaptive Heartbeat Classification NeurIPS 2010 Agnostic Active Learning Without Constraints NeurIPS 2010 Multi-View Active Learning in the Non-Realizable Case NeurIPS 2010 Near-Optimal Bayesian Active Learning with Noisy Observations NeurIPS 2010 Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition NeurIPS 2009 Sufficient Conditions for Agnostic Active Learnable NeurIPS 2009 Human Active Learning NeurIPS 2008 Linear Classification and Selective Sampling Under Low Noise Conditions NeurIPS 2008 Multi-Level Active Prediction of Useful Image Annotations for Recognition NeurIPS 2008 Active Preference Learning with Discrete Choice Data NeurIPS 2007