conftrace_

pool-based learning

9 papers

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Co-occurring keywords · papers mentioning both

active learning (9) stream-based learning (2) agnostic learning (2) label complexity (2) neural tangent kernel (2) noisy outcome (1) adaptive submodular ranking (1) model retraining (1) pool-based sampling (1) exponential saving (1)

Papers

Optimal Decision Tree and Adaptive Submodular Ranking with Noisy Outcomes JMLR 2024 A Neural Pre-Conditioning Active Learning Algorithm to Reduce Label Complexity NeurIPS 2022 Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels NeurIPS 2022 Exponential savings in agnostic active learning through abstention COLT 2021 Budgeted stream-based active learning via adaptive submodular maximization NeurIPS 2016 Interactive Algorithms: from Pool to Stream COLT 2016 Active Learning Using Smooth Relative Regret Approximations with Applications JMLR 2014 UPAL: Unbiased Pool Based Active Learning AISTATS 2012 Sufficient Conditions for Agnostic Active Learnable NeurIPS 2009