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Bayesian Optimization

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Showing 701–750 of 1900 papers

TitleStatusHype
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
Simulation Based Bayesian OptimizationCode0
Learning-assisted Stochastic Capacity Expansion Planning: A Bayesian Optimization Approach—0
A Unified Gaussian Process for Branching and Nested Hyperparameter Optimization—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
PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process GuidanceCode0
Bayesian Inverse Transfer in Evolutionary Multiobjective OptimizationCode0
Cross-Layer Optimization for Fault-Tolerant Deep Learning—0
Domain Invariant Learning for Gaussian Processes and Bayesian ExplorationCode0
Stochastic Bayesian Optimization with Unknown Continuous Context Distribution via Kernel Density EstimationCode0
Improving Environment Robustness of Deep Reinforcement Learning Approaches for Autonomous Racing Using Bayesian Optimization-based Curriculum LearningCode0
Event-Triggered Safe Bayesian Optimization on QuadcoptersCode0
Improving search relevance of Azure Cognitive Search by Bayesian optimization—0
Towards Safe Multi-Task Bayesian OptimizationCode0
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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