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Bayesian Optimization

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TitleStatusHype
Bayesian Optimization with Directionally Constrained Search—0
Bayesian Optimization with Exponential Convergence—0
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction—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
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
Bayesian Optimization with Preference Exploration by Monotonic Neural Network Ensemble—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
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
Bayesian-Optimized One-Step Diffusion Model with Knowledge Distillation for Real-Time 3D Human Motion Prediction—0
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables—0
Bayesian Screening: Multi-test Bayesian Optimization Applied to in silico Material Screening—0
Bayesian Target-Vector Optimization for Efficient Parameter Reconstruction—0
Bayesian Variational Optimization for Combinatorial Spaces—0
BayesOpt: A Library for Bayesian optimization with Robotics Applications—0
Ba-ZebraConf: A Three-Dimension Bayesian Framework for Efficient System Troubleshooting—0
BEACON: A Bayesian Evolutionary Approach for Counterexample Generation of Control Systems—0
BEACON: A Bayesian Optimization Strategy for Novelty Search in Expensive Black-Box Systems—0
Benchmarking Algorithms from Machine Learning for Low-Budget Black-Box Optimization—0
Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms—0
Benchmarking five global optimization approaches for nano-optical shape optimization and parameter reconstruction—0
Benchmarking state-of-the-art gradient boosting algorithms for classification—0
Benchmarking the Neural Linear Model for Regression—0
Benchmark of Bayesian Optimization and Metaheuristics for Control Engineering Tuning Problems with Crash Constraints—0
Beyond Accuracy: Measuring Representation Capacity of Embeddings to Preserve Structural and Contextual Information—0
Beyond Inter-Item Relations: Dynamic Adaption for Enhancing LLM-Based Sequential Recommendation—0
Beyond Regrets: Geometric Metrics for Bayesian Optimization—0
Bias-Robust Bayesian Optimization via Dueling Bandits—0
Black-Box Optimization in Machine Learning with Trust Region Based Derivative Free Algorithm—0
Black-Box Optimization of Object Detector Scales—0
BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models—0
Blind Targeting: Personalization under Third-Party Privacy Constraints—0
BoA-PTA, A Bayesian Optimization Accelerated Error-Free SPICE Solver—0
BO-DBA: Query-Efficient Decision-Based Adversarial Attacks via Bayesian Optimization—0
BOFFIN TTS: Few-Shot Speaker Adaptation by Bayesian Optimization—0
BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL—0
BoGraph: Structured Bayesian Optimization From Logs for Expensive Systems with Many Parameters—0
BOIS: Bayesian Optimization of Interconnected Systems—0
BOMP-NAS: Bayesian Optimization Mixed Precision NAS—0
BORA: Bayesian Optimization for Resource Allocation—0
BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models—0
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