acquisition function

Active Label Correction for Semantic Segmentation with Foundation Models ICML 2024 A General Framework for User-Guided Bayesian Optimization ICLR 2024 Approximation-Aware Bayesian Optimization NeurIPS 2024 Batched Energy-Entropy acquisition for Bayesian Optimization NeurIPS 2024 Bayesian Optimization of Function Networks with Partial Evaluations ICML 2024 BOtied: Multi-objective Bayesian optimization with tied multivariate ranks ICML 2024 Constrained Bayesian Optimization under Partial Observations: Balanced Improvements and Provable Convergence AAAI 2024 Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index NeurIPS 2024 Learning to Rank for Active Learning via Multi-Task Bilevel Optimization UAI 2024 Making Better Use of Unlabelled Data in Bayesian Active Learning AISTATS 2024 Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization NeurIPS 2024 Multi-fidelity Bayesian Optimization with Multiple Information Sources of Input-dependent Fidelity UAI 2024 Multi-Objective Bayesian Optimization with Active Preference Learning AAAI 2024 Multi-Resolution Active Learning of Fourier Neural Operators AISTATS 2024 Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization AAAI 2024 Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds ICML 2024 Principled Bayesian Optimization in Collaboration with Human Experts NeurIPS 2024 Probability Distribution of Hypervolume Improvement in Bi-objective Bayesian Optimization ICML 2024 Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian Optimization ICLR 2024 Robust Entropy Search for Safe Efficient Bayesian Optimization UAI 2024 Transition Constrained Bayesian Optimization via Markov Decision Processes NeurIPS 2024 A Corrected Expected Improvement Acquisition Function Under Noisy Observations ACML 2023 Active Learning for Semantic Segmentation with Multi-class Label Query NeurIPS 2023 Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee ACML 2023 Adaptive Superpixel for Active Learning in Semantic Segmentation ICCV 2023