label complexity

Auditing: Active Learning with Outcome-Dependent Query Costs NeurIPS 2013 Buy-in-Bulk Active Learning NeurIPS 2013 Efficient Active Learning of Halfspaces: an Aggressive Approach ICML 2013 Efficient Active Learning of Halfspaces: An Aggressive Approach JMLR 2013 PLAL: Cluster-based active learning COLT 2013 Selective sampling algorithms for cost-sensitive multiclass prediction ICML 2013 Active Learning via Perfect Selective Classification JMLR 2012 Activized Learning: Transforming Passive to Active with Improved Label Complexity JMLR 2012 Active Learning with a Drifting Distribution NeurIPS 2011 Smoothness, Disagreement Coefficient, and the Label Complexity of Agnostic Active Learning JMLR 2011 Reducing Label Complexity by Learning From Bags AISTATS 2010 Sufficient Conditions for Agnostic Active Learnable NeurIPS 2009 A general agnostic active learning algorithm NeurIPS 2007