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Bayesian Optimization

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TitleStatusHype
Bayesian Optimization that Limits Search Region to Lower Dimensions Utilizing Local GPR—0
Bayesian Optimization through Gaussian Cox Process Models for Spatio-temporal Data—0
A Safe Reinforcement Learning driven Weights-varying Model Predictive Control for Autonomous Vehicle Motion Control—0
Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian—0
A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes—0
Bayesian Optimization Using Monotonicity Information and Its Application in Machine Learning Hyperparameter—0
A comparison of mixed-variables Bayesian optimization approaches—0
Bayesian Optimization via Continual Variational Last Layer Training—0
Bayesian Optimization with a Finite Budget: An Approximate Dynamic Programming Approach—0
Bayesian Optimization in Materials Science: A Survey—0
Bayesian Optimization in AlphaGo—0
Bayesian Optimization With Censored Response Data—0
Online Calibrated and Conformal Prediction Improves Bayesian Optimization—0
Bayesian optimization in ab initio nuclear physics—0
Artificial Neural Network and Deep Learning: Fundamentals and Theory—0
Advancing Bayesian Optimization: The Mixed-Global-Local (MGL) Kernel and Length-Scale Cool Down—0
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds—0
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction—0
Augmented Bayesian Policy Search—0
A Gradient-based Bilevel Optimization Approach for Tuning Hyperparameters in Machine Learning—0
Bayesian Optimization for Unknown Cost-Varying Variable Subsets with No-Regret Costs—0
Bayesian optimization with improved scalability and derivative information for efficient design of nanophotonic structures—0
Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient?—0
Bayesian Optimization with Informative Covariance—0
A Robust Multi-Objective Bayesian Optimization Framework Considering Input Uncertainty—0
Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation—0
Bayesian optimization with local search—0
Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection—0
Bayesian Optimization with Missing Inputs—0
Enhancing Gaussian Process Surrogates for Optimization and Posterior Approximation via Random Exploration—0
Can LLMs Configure Software Tools—0
Bayesian Optimization for Synthetic Gene Design—0
Auto-Differentiating Linear Algebra—0
A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinforcement Learning—0
Bayesian Optimization with Shape Constraints—0
Bayesian Optimization with Tree-structured Dependencies—0
Multi-Attribute Bayesian Optimization With Interactive Preference Learning—0
Bayesian Optimization with Unknown Constraints—0
Advanced Manufacturing Configuration by Sample-efficient Batch Bayesian Optimization—0
Bayesian Optimized Continual Learning with Attention Mechanism—0
Bayesian optimized deep ensemble for uncertainty quantification of deep neural networks: a system safety case study on sodium fast reactor thermal stratification modeling—0
AABO: Adaptive Anchor Box Optimization for Object Detection via Bayesian Sub-sampling—0
Bayesian-Optimized One-Step Diffusion Model with Knowledge Distillation for Real-Time 3D Human Motion Prediction—0
Bayesian optimization for sparse neural networks with trainable activation functions—0
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables—0
Bayesian Optimization for Simultaneous Selection of Machine Learning Algorithms and Hyperparameters on Shared Latent Space—0
A Robust Asymmetric Kernel Function for Bayesian Optimization, with Application to Image Defect Detection in Manufacturing Systems—0
Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning—0
Automated and Holistic Co-design of Neural Networks and ASICs for Enabling In-Pixel Intelligence—0
Bayesian Optimization for Selecting Efficient Machine Learning Models—0
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