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batch acquisition

4 papers

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Co-occurring keywords · papers mentioning both

mutual information (2) active learning (2) multi-fidelity active learning (1) multi-objective combinatorial optimization (1) sequential greedy sampling (1) budget constraint (1) greedy algorithm (1) multi-objective optimization (1) pareto optimality (1) thompson sampling (1)

Papers

qPOTS: Efficient Batch Multiobjective Bayesian Optimization via Pareto Optimal Thompson Sampling AISTATS 2025 Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization ICML 2024 Batch Multi-Fidelity Active Learning with Budget Constraints NeurIPS 2022 BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning NeurIPS 2019