bayesian optimization

Towards AutoAI: Optimizing a Machine Learning System with Black-box and Differentiable Components ICML 2024 Towards safe multi-task Bayesian optimization L4DC 2024 Transductive Active Learning: Theory and Applications NeurIPS 2024 Transition Constrained Bayesian Optimization via Markov Decision Processes NeurIPS 2024 TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction NAACL 2024 Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization AAAI 2024 Vanilla Bayesian Optimization Performs Great in High Dimensions ICML 2024 A Corrected Expected Improvement Acquisition Function Under Noisy Observations ACML 2023 Advancing Bayesian Optimization via Learning Correlated Latent Space NeurIPS 2023 Are Random Decompositions all we need in High Dimensional Bayesian Optimisation? ICML 2023 A stopping criterion for Bayesian optimization by the gap of expected minimum simple regrets AISTATS 2023 Backpropagation Path Search On Adversarial Transferability ICCV 2023 Balancing Risk and Reward: A Batched-Bandit Strategy for Automated Phased Release NeurIPS 2023 BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning IJCAI 2023 Batch Bayesian Optimization For Replicable Experimental Design NeurIPS 2023 Bayesian Active Causal Discovery with Multi-Fidelity Experiments NeurIPS 2023 Bayesian Optimisation of Functions on Graphs NeurIPS 2023 Bayesian Optimization-Based Combinatorial Assignment AAAI 2023 Bayesian Optimization Meets Self-Distillation ICCV 2023 Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings AISTATS 2023 Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach AISTATS 2023 Bayesian Optimization with Conformal Prediction Sets AISTATS 2023 Bayesian Optimization with Cost-varying Variable Subsets NeurIPS 2023 Bayesian Optimization with Switching Cost: Regret Analysis and Lookahead Variants IJCAI 2023 Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces NeurIPS 2023