disagreement coefficient

Towards Fundamental Limits for Active Multi-distribution Learning COLT 2025 A Competitive Algorithm for Agnostic Active Learning NeurIPS 2023 Agnostic Multi-Group Active Learning NeurIPS 2023 Improved Algorithms for Agnostic Pool-based Active Classification ICML 2021 The Relationship Between Agnostic Selective Classification, Active Learning and the Disagreement Coefficient JMLR 2019 Sample and Computationally Efficient Learning Algorithms under S-Concave Distributions NeurIPS 2017 Active Learning Using Smooth Relative Regret Approximations with Applications JMLR 2014 Active Learning Using Smooth Relative Regret Approximations with Applications COLT 2012 Activized Learning: Transforming Passive to Active with Improved Label Complexity JMLR 2012 Agnostic Selective Classification NeurIPS 2011 Lower Bounds for Passive and Active Learning NeurIPS 2011 Smoothness, Disagreement Coefficient, and the Label Complexity of Agnostic Active Learning JMLR 2011