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Bayesian Optimization

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Showing 801–850 of 1900 papers

TitleStatusHype
Monte Carlo Tree Descent for Black-Box Optimization—0
Optimizing Closed-Loop Performance with Data from Similar Systems: A Bayesian Meta-Learning Approach—0
BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models—0
Deep Gaussian Process-based Multi-fidelity Bayesian Optimization for Simulated Chemical ReactorsCode1
Atlas: Automate Online Service Configuration in Network SlicingCode0
Joint Uplink-Downlink Capacity and Coverage Optimization via Site-Specific Learning of Antenna Settings—0
Data-Driven Process Optimization of Fused Filament Fabrication based on In Situ Measurements—0
Multi-Fidelity Bayesian Optimization with Unreliable Information SourcesCode0
Sequential Decision Making on Unmatched Data using Bayesian Kernel Embeddings—0
Transformers For Recognition In Overhead Imagery: A Reality Check—0
Bayesian Optimization with Conformal Prediction SetsCode1
Local Bayesian optimization via maximizing probability of descentCode0
Structural Kernel Search via Bayesian Optimization and Symbolical Optimal TransportCode0
Discovering Many Diverse Solutions with Bayesian OptimizationCode0
Supervised Contrastive Learning with Tree-Structured Parzen Estimator Bayesian Optimization for Imbalanced Tabular Data—0
Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic ReparameterizationCode1
Machine-Learning-Optimized Perovskite Nanoplatelet Synthesis—0
Conditional Neural Processes for Molecules—0
Pareto Set Learning for Expensive Multi-Objective OptimizationCode1
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
A Bayesian Optimization Framework for Finding Local Optima in Expensive Multi-Modal FunctionsCode0
Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function—0
Sample-Then-Optimize Batch Neural Thompson SamplingCode1
Computer-Aided Multi-Objective Optimization in Small Molecule Discovery—0
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
Joint Entropy Search for Multi-objective Bayesian OptimizationCode1
Multi-objective optimization via equivariant deep hypervolume approximationCode0
Generalizing Bayesian Optimization with Decision-theoretic Entropies—0
Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian OptimizationCode1
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
HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization—0
Meta-Learning Priors for Safe Bayesian Optimization—0
New Paradigms for Exploiting Parallel Experiments in Bayesian OptimizationCode1
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
GLSO: Grammar-guided Latent Space Optimization for Sample-efficient Robot Design AutomationCode1
Physically Consistent Preferential Bayesian Optimization for Food Arrangement—0
Predicting Mutual Funds' Performance using Deep Learning and Ensemble Techniques—0
Sequential Bayesian Optimization for Adaptive Informative Path Planning with Multimodal SensingCode1
Bayesian Optimization of Sampling Densities in MRICode1
Falsification of Cyber-Physical Systems using Bayesian Optimization—0
Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization—0
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