conftrace_

batch active learning

15 papers

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Also known as

BAL

Co-occurring keywords · papers mentioning both

active learning (5) label complexity (4) uncertainty sampling (3) greedy algorithm (2) deep neural network (2) batch sampling (2) query strategy (2) pool-based active learning (2) bayesian active learning (2) excess risk (2)

Papers

Fast Rates in Pool-Based Batch Active Learning JMLR 2024 A Framework and Benchmark for Deep Batch Active Learning for Regression JMLR 2023 Beam Search Optimized Batch Bayesian Active Learning AAAI 2023 FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery AISTATS 2023 Learning Generalizable Batch Active Learning Strategies via Deep Q-networks (Student Abstract) AAAI 2023 Streaming Active Learning with Deep Neural Networks ICML 2023 Achieving Minimax Rates in Pool-Based Batch Active Learning ICML 2022 Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning AAAI 2022 Batch Active Learning at Scale NeurIPS 2021 GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning AAAI 2021 Asking the Right Questions to the Right Users: Active Learning with Imperfect Oracles AAAI 2020 Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds ICLR 2020 Bayesian Batch Active Learning as Sparse Subset Approximation NeurIPS 2019 Efficient nonmyopic batch active search NeurIPS 2018 Buy-in-Bulk Active Learning NeurIPS 2013