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max-value entropy search

7 papers

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Co-occurring keywords · papers mentioning both

bayesian optimization (7) multi-fidelity optimization (3) entropy search (3) information gain (2) information theory (2) information lower bound (1) bayesian optimisation (1) parallel asynchronous (1) deep autoregressive network (1) batch acquisition function (1)

Papers

A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization ICML 2025 Sequential and Parallel Constrained Max-value Entropy Search via Information Lower Bound ICML 2022 An Information-Theoretic Framework for Unifying Active Learning Problems AAAI 2021 Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks NeurIPS 2021 GIBBON: General-purpose Information-Based Bayesian Optimisation JMLR 2021 Multi-fidelity Bayesian Optimization with Max-value Entropy Search and its Parallelization ICML 2020 Max-value Entropy Search for Efficient Bayesian Optimization ICML 2017