conftrace_

acquisition function

129 papers

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Also known as

AF

Co-occurring keywords

bayesian optimization (624) gaussian process (1200) active learning (1301) expected improvement (30) multi-objective optimization (364) surrogate model (181) hyperparameter optimization (406) black-box optimization (183) entropy search (18) regret bound (1926)

Papers

Human-AI Collaborative Bayesian Optimisation NIPS 2022
Cooperative Multi-Agent Trajectory Generation with Modular Bayesian Optimization RSS 2022
Joint Entropy Search For Maximally-Informed Bayesian Optimization NIPS 2022
Pareto Set Learning for Expensive Multi-Objective Optimization NIPS 2022
A General Recipe for Likelihood-free Bayesian Optimization ICML 2022
Generalizing Bayesian Optimization with Decision-theoretic Entropies NIPS 2022
Triangulation candidates for Bayesian optimization NIPS 2022
Bayesian Active Learning with Fully Bayesian Gaussian Processes NIPS 2022
Class-Balanced Active Learning for Image Classification WACV 2022
Deep Multi-Fidelity Active Learning of High-Dimensional Outputs AISTATS 2022
Top-k Ranking Bayesian Optimization AAAI 2021
Bayesian Active Learning by Soft Mean Objective Cost of Uncertainty AISTATS 2021
Objective Bound Conditional Gaussian Process for Bayesian Optimization ICML 2021
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search AAAI 2021
High Dimensional Level Set Estimation with Bayesian Neural Network AAAI 2021
BORE: Bayesian Optimization by Density-Ratio Estimation ICML 2021
Active Learning for Argument Strength Estimation EMNLP 2021
Are We Forgetting about Compositional Optimisers in Bayesian Optimisation? JMLR 2021
An Empirical Study of Bayesian Optimization: Acquisition Versus Partition JMLR 2021
Trusted-maximizers entropy search for efficient Bayesian optimization UAI 2021
Active Learning for Bayesian 3D Hand Pose Estimation WACV 2021
Active Testing: Sample-Efficient Model Evaluation ICML 2021
High-Dimensional Bayesian Optimization via Tree-Structured Additive Models AAAI 2021
An Information-Theoretic Framework for Unifying Active Learning Problems AAAI 2021
Active Learning by Acquiring Contrastive Examples EMNLP 2021