pool-based active learning

Fast Rates in Pool-Based Batch Active Learning JMLR 2024 Neural Active Learning Beyond Bandits ICLR 2024 FIRAL: An Active Learning Algorithm for Multinomial Logistic Regression NeurIPS 2023 Achieving Minimax Rates in Pool-Based Batch Active Learning ICML 2022 IALE: Imitating Active Learner Ensembles JMLR 2022 Efficient Active Learning for Gaussian Process Classification by Error Reduction NeurIPS 2021 Improved Algorithms for Agnostic Pool-based Active Classification ICML 2021 Sequential Graph Convolutional Network for Active Learning CVPR 2021 Optimal sampling in unbiased active learning AISTATS 2020 A Robust Zero-Sum Game Framework for Pool-based Active Learning AISTATS 2019 Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion NeurIPS 2013 Efficient Active Learning of Halfspaces: an Aggressive Approach ICML 2013 Active Learning Using Smooth Relative Regret Approximations with Applications COLT 2012 Sufficient Conditions for Agnostic Active Learnable NeurIPS 2009 Online Choice of Active Learning Algorithms JMLR 2004 Support Vector Machine Active Learning with Applications to Text Classification JMLR 2001