active learning

Online Learning of Multiple Tasks and Their Relationships AISTATS 2011 Online Submodular Set Cover, Ranking, and Repeated Active Learning NeurIPS 2011 Smoothness, Disagreement Coefficient, and the Label Complexity of Agnostic Active Learning JMLR 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 Active Learning by Querying Informative and Representative Examples NeurIPS 2010 Active Sequential Learning with Tactile Feedback AISTATS 2010 Agnostic Active Learning Without Constraints NeurIPS 2010 A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design JMLR 2010 Extensions of Generalized Binary Search to Group Identification and Exponential Costs NeurIPS 2010 Gaussian Process Preference Elicitation NeurIPS 2010 Guarantees for Approximate Incremental SVMs AISTATS 2010 Hashing Hyperplane Queries to Near Points with Applications to Large-Scale Active Learning NeurIPS 2010 Multi-View Active Learning in the Non-Realizable Case NeurIPS 2010 Negative Results for Active Learning with Convex Losses AISTATS 2010 Rademacher Complexities and Bounding the Excess Risk in Active Learning JMLR 2010 Supervised Clustering NeurIPS 2010 Analysis of Perceptron-Based Active Learning JMLR 2009 Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition NeurIPS 2009 Learning to Explore and Exploit in POMDPs NeurIPS 2009 Noisy Generalized Binary Search NeurIPS 2009 Submodularity Cuts and Applications NeurIPS 2009 Sufficient Conditions for Agnostic Active Learnable NeurIPS 2009