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Bayesian Optimization

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TitleStatusHype
System-Aware Neural ODE Processes for Few-Shot Bayesian OptimizationCode0
Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction—0
Gated recurrent neural network with TPE Bayesian optimization for enhancing stock index prediction accuracy—0
Logistic Variational Bayes RevisitedCode0
Multi-Objective Neural Architecture Search by Learning Search Space Partitions—0
System Identification for Lithium-Ion Batteries with Nonlinear Coupled Electro-Thermal Dynamics via Bayesian Optimization—0
Hybrid Reinforcement Learning Framework for Mixed-Variable Problems—0
A Machine Learning Approach for Identifying Anatomical Biomarkers of Early Mild Cognitive Impairment—0
Robust Entropy Search for Safe Efficient Bayesian OptimizationCode0
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function PriorCode0
Cost-Sensitive Multi-Fidelity Bayesian Optimization with Transfer of Learning Curve Extrapolation—0
Crystal-LSBO: Automated Design of De Novo Crystals with Latent Space Bayesian OptimizationCode0
BO4IO: A Bayesian optimization approach to inverse optimization with uncertainty quantificationCode0
BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation ExperimentsCode2
Bayesian Optimization of Functions over Node Subsets in GraphsCode0
A Trajectory-Based Bayesian Approach to Multi-Objective Hyperparameter Optimization with Epoch-Aware Trade-Offs—0
Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization—0
Unlocking Profit Potential: Maximizing Returns with Bayesian Optimization of Supertrend Indicator Parameters—0
Heteroscedastic Preferential Bayesian Optimization with Informative Noise Distributions—0
This Too Shall Pass: Removing Stale Observations in Dynamic Bayesian OptimizationCode0
Retrieval-Augmented Mining of Temporal Logic Specifications from Data—0
Discovering Physics-Informed Neural Networks Model for Solving Partial Differential Equations through Evolutionary ComputationCode0
Control-Aware Transmit Power Allocation for 6G In-Factory Subnetwork Control Systems—0
Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Bayesian Optimization—0
Efficient Line Search Method Based on Regression and Uncertainty Quantification—0
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