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Bayesian Optimization

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TitleStatusHype
A Bayesian Approach Toward Robust Multidimensional Ellipsoid-Specific FittingCode0
Surrogate-guided optimization in quantum networks—0
Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models—0
Trading Devil Final: Backdoor attack via Stock market and Bayesian Optimization—0
Hyperparameter Optimization for Driving Strategies Based on Reinforcement Learning—0
Automated and Holistic Co-design of Neural Networks and ASICs for Enabling In-Pixel Intelligence—0
Temperature Distribution Prediction in Laser Powder Bed Fusion using Transferable and Scalable Graph Neural Networks—0
Distribution System Reconfiguration to Mitigate Load Altering Attacks via Stackelberg Games—0
Automated Computational Energy Minimization of ML Algorithms using Constrained Bayesian Optimization—0
Augmented Bayesian Policy Search—0
Uncertainty-Guided Optimization on Large Language Model Search TreesCode0
Terrain Classification Enhanced with Uncertainty for Space Exploration Robots from Proprioceptive Data—0
It's Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-objective Optimization—0
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
Convolutional neural network for Lyman break galaxies classification and redshift regression in DESI (Dark Energy Spectroscopic Instrument)—0
CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization—0
Pessimistic asynchronous sampling in high-cost Bayesian optimization—0
Preferential Multi-Objective Bayesian Optimization—0
SCORE: A 1D Reparameterization Technique to Break Bayesian Optimization's Curse of DimensionalityCode0
Towards Bayesian Data Selection—0
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
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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