conftrace_

bayesian optimization

624 papers

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Also known as

BO BAYESOPT

Co-occurring keywords

gaussian process (1200) acquisition function (129) hyperparameter optimization (406) regret bound (1926) black-box optimization (183) surrogate model (181) hyperparameter tuning (215) multi-objective optimization (364) thompson sampling (237) high-dimensional optimization (53)

Papers

Advancing Bayesian Optimization via Learning Correlated Latent Space NIPS 2023
Finite-time Koopman Identifier: A Unified Batch-online Learning Framework for Joint Learning of Koopman Structure and Parameters JMLR 2023
Protein Design with Guided Discrete Diffusion NIPS 2023
Balancing Risk and Reward: A Batched-Bandit Strategy for Automated Phased Release NIPS 2023
Self-Correcting Bayesian Optimization through Bayesian Active Learning NIPS 2023
Are Random Decompositions all we need in High Dimensional Bayesian Optimisation? ICML 2023
Causal Entropy Optimization AISTATS 2023
Mixed-Variable Black-Box Optimisation Using Value Proposal Trees AAAI 2023
Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses NIPS 2023
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources AISTATS 2023
Mixed-Effect Thompson Sampling AISTATS 2023
ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-Cost Proxies AAAI 2023
The Behavior and Convergence of Local Bayesian Optimization NIPS 2023
Bayesian Optimization-Based Combinatorial Assignment AAAI 2023
Robust Bayesian Satisficing NIPS 2023
Sparse Bayesian optimization AISTATS 2023
Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings AISTATS 2023
High-Dimensional Dueling Optimization with Preference Embedding AAAI 2023
Global Optimization with Parametric Function Approximation ICML 2023
Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation ICML 2023
Framework and Benchmarks for Combinatorial and Mixed-variable Bayesian Optimization NIPS 2023
Bayesian Optimization with Cost-varying Variable Subsets NIPS 2023
Bayesian Optimization under Stochastic Delayed Feedback ICML 2022
Efficient Distributionally Robust Bayesian Optimization with Worst-case Sensitivity ICML 2022
Sequential and Parallel Constrained Max-value Entropy Search via Information Lower Bound ICML 2022