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Bayesian Optimization

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Showing 951–975 of 1900 papers

TitleStatusHype
Discovering Many Diverse Solutions with Bayesian OptimizationCode0
Supervised Contrastive Learning with Tree-Structured Parzen Estimator Bayesian Optimization for Imbalanced Tabular Data—0
Machine-Learning-Optimized Perovskite Nanoplatelet Synthesis—0
Conditional Neural Processes for Molecules—0
Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision makingCode0
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems—0
Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover TreesCode0
Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function—0
Computer-Aided Multi-Objective Optimization in Small Molecule Discovery—0
A Bayesian Optimization Framework for Finding Local Optima in Expensive Multi-Modal FunctionsCode0
BORA: Bayesian Optimization for Resource Allocation—0
PropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design—0
Neighbor Regularized Bayesian Optimization for Hyperparameter Optimization—0
Multi-objective and multi-fidelity Bayesian optimization of laser-plasma acceleration—0
Multi-objective optimization via equivariant deep hypervolume approximationCode0
Generalizing Bayesian Optimization with Decision-theoretic Entropies—0
HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization—0
Budget-Aware Sequential Brick Assembly with Efficient Constraint SatisfactionCode0
Optimal Weight Adaptation of Model Predictive Control for Connected and Automated Vehicles in Mixed Traffic with Bayesian Optimization—0
Meta-Learning Priors for Safe Bayesian Optimization—0
Robust Bayesian optimization with reinforcement learned acquisition functions—0
BayesFT: Bayesian Optimization for Fault Tolerant Neural Network ArchitectureCode0
Efficient computation of the Knowledge Gradient for Bayesian Optimization—0
Backflipping with Miniature Quadcopters by Gaussian Process Based Control and Planning—0
Physically Consistent Preferential Bayesian Optimization for Food Arrangement—0
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