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Bayesian Optimization

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TitleStatusHype
In-situ Controller Autotuning by Bayesian Optimization for Closed-loop Feedback Control of Laser Powder Bed Fusion Process—0
ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models—0
Modularity Based Community Detection in HypergraphsCode0
Anvil: An integration of artificial intelligence, sampling techniques, and a combined CAD-CFD toolCode1
CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization—0
Convolutional neural network for Lyman break galaxies classification and redshift regression in DESI (Dark Energy Spectroscopic Instrument)—0
Pessimistic asynchronous sampling in high-cost Bayesian optimization—0
Preferential Multi-Objective Bayesian Optimization—0
Towards Bayesian Data Selection—0
SCORE: A 1D Reparameterization Technique to Break Bayesian Optimization's Curse of DimensionalityCode0
Active search for Bifurcations—0
Bayesian Intervention Optimization for Causal Discovery—0
Pareto Front-Diverse Batch Multi-Objective Bayesian OptimizationCode0
Diagnosing and fixing common problems in Bayesian optimization for molecule designCode0
Multi-Objective Neural Architecture Search for In-Memory Computing—0
Physics-Informed Bayesian Optimization of Variational Quantum CircuitsCode0
How Useful is Intermittent, Asynchronous Expert Feedback for Bayesian Optimization?Code0
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch—0
A survey and benchmark of high-dimensional Bayesian optimization of discrete sequencesCode1
LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint GenerationCode1
Generating Piano Practice Policy with a Gaussian ProcessCode0
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
Approximation-Aware Bayesian Optimization—0
BEACON: A Bayesian Optimization Strategy for Novelty Search in Expensive Black-Box Systems—0
No-Regret Algorithms for Safe Bayesian Optimization with Monotonicity Constraints—0
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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