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Bayesian Optimization

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Showing 726–750 of 1900 papers

TitleStatusHype
Can LLMs Configure Software Tools—0
Physics-Aware Multifidelity Bayesian Optimization: a Generalized Formulation—0
Constrained Bayesian Optimization Under Partial Observations: Balanced Improvements and Provable ConvergenceCode0
Machine Learning Driven Sensitivity Analysis of E3SM Land Model Parameters for Wetland Methane Emissions—0
Optimal Data Generation in Multi-Dimensional Parameter Spaces, using Bayesian Optimization—0
Risk-Controlling Model Selection via Guided Bayesian Optimization—0
Regret Optimality of GP-UCB—0
A Bayesian approach for prompt optimization in pre-trained language models—0
Scalable Meta-Learning with Gaussian Processes—0
Practical Path-based Bayesian Optimization—0
Automated discovery of trade-off between utility, privacy and fairness in machine learning models—0
Domain Knowledge Injection in Bayesian Search for New Materials—0
Controllable Expensive Multi-objective Learning with Warm-starting Bayesian Optimization—0
A General Framework for User-Guided Bayesian OptimizationCode0
Multi-Objective Bayesian Optimization with Active Preference Learning—0
Multi-fidelity Bayesian Optimization in Engineering Design—0
BOIS: Bayesian Optimization of Interconnected Systems—0
LABCAT: Locally adaptive Bayesian optimization using principal-component-aligned trust regionsCode0
Accelerating material discovery with a threshold-driven hybrid acquisition policy-based Bayesian optimization—0
Data-Driven Moving Horizon Estimation Using Bayesian Optimization—0
Optimal simulation-based Bayesian decisions—0
Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds—0
Multi-fidelity Bayesian Optimisation of Syngas Fermentation Simulators—0
Safe Sequential Optimization for Switching Environments—0
Bayesian Optimization of Function Networks with Partial EvaluationsCode0
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