acquisition function

ALWOD: Active Learning for Weakly-Supervised Object Detection ICCV 2023 A Simple Yet Powerful Deep Active Learning With Snapshots Ensembles ICLR 2023 A stopping criterion for Bayesian optimization by the gap of expected minimum simple regrets AISTATS 2023 Code-Aware Cross-Program Transfer Hyperparameter Optimization AAAI 2023 Counterfactual Active Learning for Out-of-Distribution Generalization ACL 2023 End-to-End Meta-Bayesian Optimisation with Transformer Neural Processes NeurIPS 2023 Hypervolume Knowledge Gradient: A Lookahead Approach for Multi-Objective Bayesian Optimization with Partial Information ICML 2023 On Dataset Transferability in Active Learning for Transformers ACL 2023 Physics-Informed Bayesian Optimization of Variational Quantum Circuits NeurIPS 2023 Prediction-Oriented Bayesian Active Learning AISTATS 2023 ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-Cost Proxies AAAI 2023 qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization AISTATS 2023 Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition EMNLP 2023 SAAL: Sharpness-Aware Active Learning ICML 2023 Self-Adjusting Weighted Expected Improvement for Bayesian Optimization AutoML 2023 Self-Correcting Bayesian Optimization through Bayesian Active Learning NeurIPS 2023 Towards Controlled Data Augmentations for Active Learning ICML 2023 Unexpected Improvements to Expected Improvement for Bayesian Optimization NeurIPS 2023 Unsupervised Sampling Promoting for Stochastic Human Trajectory Prediction CVPR 2023 πBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization ICLR 2022 A General Recipe for Likelihood-free Bayesian Optimization ICML 2022 ALLSH: Active Learning Guided by Local Sensitivity and Hardness NAACL 2022 An Experimental Design Perspective on Model-Based Reinforcement Learning ICLR 2022 Batch Bayesian optimisation via density-ratio estimation with guarantees NeurIPS 2022 Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel NeurIPS 2022