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The Star Number and Eluder Dimension: Elementary Observations About the Dimensions of Disagreement COLT 2024 On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling and Beyond NeurIPS 2023 Margin-distancing for safe model explanation AISTATS 2022 DirectProbe: Studying Representations without Classifiers NAACL 2021 Improved Algorithms for Agnostic Pool-based Active Classification ICML 2021 Practical, Provably-Correct Interactive Learning in the Realizable Setting: The Power of True Believers NeurIPS 2021 Active Learning with Disagreement Graphs ICML 2019 Active Boosted Learning (ActBoost) AISTATS 2011 Agnostic Active Learning Without Constraints NeurIPS 2010 Active Learning by Spherical Subdivision JMLR 2008 Bayes Point Machines JMLR 2001 Support Vector Machine Active Learning with Applications to Text Classification JMLR 2001