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Bayesian Optimization

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TitleStatusHype
Diagnosing and fixing common problems in Bayesian optimization for molecule designCode0
How Useful is Intermittent, Asynchronous Expert Feedback for Bayesian Optimization?Code0
Multi-Objective Neural Architecture Search for In-Memory Computing—0
Physics-Informed Bayesian Optimization of Variational Quantum CircuitsCode0
Development and Validation of a Deep-Learning Model for Differential Treatment Benefit Prediction for Adults with Major Depressive Disorder Deployed in the Artificial Intelligence in Depression Medication Enhancement (AIDME) Study—0
Generating Piano Practice Policy with a Gaussian ProcessCode0
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch—0
Approximation-Aware Bayesian Optimization—0
No-Regret Algorithms for Safe Bayesian Optimization with Monotonicity Constraints—0
BEACON: A Bayesian Optimization Strategy for Novelty Search in Expensive Black-Box Systems—0
System-Aware Neural ODE Processes for Few-Shot Bayesian OptimizationCode0
Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction—0
Logistic Variational Bayes RevisitedCode0
Gated recurrent neural network with TPE Bayesian optimization for enhancing stock index prediction accuracy—0
Multi-Objective Neural Architecture Search by Learning Search Space Partitions—0
Hybrid Reinforcement Learning Framework for Mixed-Variable Problems—0
System Identification for Lithium-Ion Batteries with Nonlinear Coupled Electro-Thermal Dynamics via Bayesian Optimization—0
A Machine Learning Approach for Identifying Anatomical Biomarkers of Early Mild Cognitive Impairment—0
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function PriorCode0
Robust Entropy Search for Safe Efficient Bayesian OptimizationCode0
BO4IO: A Bayesian optimization approach to inverse optimization with uncertainty quantificationCode0
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
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
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