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Bayesian Optimization

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TitleStatusHype
Bayesian Optimization for Simultaneous Selection of Machine Learning Algorithms and Hyperparameters on Shared Latent Space—0
Adaptive Multi-Objective Bayesian Optimization for Capacity Planning of Hybrid Heat Sources in Electric-Heat Coupling Systems of Cold Regions—0
Bayesian Optimization for Building Social-Influence-Free Consensus—0
User-Preference Meets Pareto-Optimality: Multi-Objective Bayesian Optimization with Local Gradient Search—0
Bayesian Optimization by Kernel Regression and Density-based Exploration—0
Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development—0
Scalable Differentially Private Bayesian Optimization—0
MetaML-Pro: Cross-Stage Design Flow Automation for Efficient Deep Learning Acceleration—0
Probabilistic Artificial Intelligence—0
BILBO: BILevel Bayesian OptimizationCode0
LLM-USO: Large Language Model-based Universal Sizing Optimizer—0
Meta-Prompt Optimization for LLM-Based Sequential Decision Making—0
DUET: Optimizing Training Data Mixtures via Feedback from Unseen Evaluation TasksCode0
Optimizing Through Change: Bounds and Recommendations for Time-Varying Bayesian Optimization Algorithms—0
Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization—0
Pareto-frontier Entropy Search with Variational Lower Bound Maximization—0
A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization—0
Bayesian Optimization with Preference Exploration by Monotonic Neural Network Ensemble—0
A finite element-based machine learning model for hydro-mechanical analysis of swelling behavior in clay-sulfate rocks—0
CONELPABO: composite networks learning via parallel Bayesian optimization to predict remaining useful life in predictive maintenanceCode0
Machine-Learning-Enhanced Optimization of Noise-Resilient Variational Quantum Eigensolvers—0
B-FPGM: Lightweight Face Detection via Bayesian-Optimized Soft FPGM PruningCode0
Language-Based Bayesian Optimization Research Assistant (BORA)—0
Co-Learning Bayesian Optimization—0
LITE: Efficiently Estimating Gaussian Probability of MaximalityCode0
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