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Bayesian Optimization

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Showing 501–525 of 1900 papers

TitleStatusHype
Causal Bayesian Optimization via Exogenous Distribution Learning—0
Enhancing Gaussian Process Surrogates for Optimization and Posterior Approximation via Random Exploration—0
Bayesian optimization as a flexible and efficient design framework for sustainable process systems—0
Bayesian Optimization through Gaussian Cox Process Models for Spatio-temporal Data—0
Run-to-Run Control With Bayesian Optimization for Soft Landing of Short-Stroke Reluctance Actuators—0
Explainable Bayesian OptimizationCode0
Integrating Human Expertise in Continuous Spaces: A Novel Interactive Bayesian Optimization Framework with Preference Expected Improvement—0
Quantum Architecture Search with Unsupervised Representation Learning—0
A Unified Gaussian Process for Branching and Nested Hyperparameter Optimization—0
Simulation Based Bayesian OptimizationCode0
Learning-assisted Stochastic Capacity Expansion Planning: A Bayesian Optimization Approach—0
Automatic dimensionality reduction of Twin-in-the-Loop Observers—0
Deep learning enhanced mixed integer optimization: Learning to reduce model dimensionality—0
Kernelized Normalizing Constant Estimation: Bridging Bayesian Quadrature and Bayesian Optimization—0
Optimized Ensemble Model Towards Secured Industrial IoT Devices—0
Closed-loop Identification of a MSW Grate Incinerator using Bayesian Optimization for Selecting Model Inputs and Structure—0
A Multi-objective Newton Optimization Algorithm for Hyper-Parameter Search—0
SeqNAS: Neural Architecture Search for Event Sequence ClassificationCode0
Improving sample efficiency of high dimensional Bayesian optimization with MCMC—0
Beyond Regrets: Geometric Metrics for Bayesian Optimization—0
An Invariant Information Geometric Method for High-Dimensional Online OptimizationCode0
Accelerating Black-Box Molecular Property Optimization by Adaptively Learning Sparse Subspaces—0
Efficient Hyperparameter Optimization with Adaptive Fidelity IdentificationCode1
PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process GuidanceCode0
Bayesian Inverse Transfer in Evolutionary Multiobjective OptimizationCode0
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