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Bayesian Optimization

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Showing 451–475 of 1900 papers

TitleStatusHype
Mechanism Design Optimization through CAD-Based Bayesian Optimization and Quantified Constraints—0
Bayesian Optimization that Limits Search Region to Lower Dimensions Utilizing Local GPR—0
Cost-Effective Methodology for Complex Tuning Searches in HPC: Navigating Interdependencies and Dimensionality—0
PMBO: Enhancing Black-Box Optimization through Multivariate Polynomial Surrogates—0
Robustifying and Boosting Training-Free Neural Architecture SearchCode1
FeatAug: Automatic Feature Augmentation From One-to-Many Relationship TablesCode0
In-context Exploration-Exploitation for Reinforcement Learning—0
BEACON: A Bayesian Evolutionary Approach for Counterexample Generation of Control Systems—0
An Adaptive Dimension Reduction Estimation Method for High-dimensional Bayesian Optimization—0
Controller Adaptation via Learning Solutions of Contextual Bayesian Optimization—0
TS-RSR: A provably efficient approach for batch Bayesian Optimization—0
Cooperative Bayesian Optimization for Imperfect Agents—0
Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration—0
Targeted Variance Reduction: Robust Bayesian Optimization of Black-Box Simulators with Noise Parameters—0
Epsilon-Greedy Thompson Sampling to Bayesian Optimization—0
Parallel Hyperparameter Optimization Of Spiking Neural NetworkCode0
Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties—0
Towards a Digital Twin Framework in Additive Manufacturing: Machine Learning and Bayesian Optimization for Time Series Process Optimization—0
Transfer Learning Bayesian Optimization to Design Competitor DNA Molecules for Use in Diagnostic AssaysCode0
Stopping Bayesian Optimization with Probabilistic Regret BoundsCode0
Concurrent Learning of Policy and Unknown Safety Constraints in Reinforcement Learning—0
Information-Theoretic Safe Bayesian Optimization—0
Global Safe Sequential Learning via Efficient Knowledge TransferCode0
FlexHB: a More Efficient and Flexible Framework for Hyperparameter Optimization—0
A Systematic Review of Low-Rank and Local Low-Rank Matrix Approximation in Big Data Medical Imaging—0
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