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Bayesian Optimization

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Showing 1151–1175 of 1900 papers

TitleStatusHype
VABO: Violation-Aware Bayesian Optimization for Closed-Loop Control Performance Optimization with Unmodeled Constraints—0
Surrogate-Assisted Reference Vector Adaptation to Various Pareto Front Shapes for Many-Objective Bayesian OptimizationCode0
Revisiting Design Choices in Offline Model-Based Reinforcement Learning—0
Scaling Bayesian Optimization With Game Theory—0
On the Correspondence between Gaussian Processes and Geometric Harmonics—0
Neural Bootstrapping Attention for Neural Processes—0
AutoMO-Mixer: An automated multi-objective multi-layer perspecton Mixer model for medical image based diagnosis—0
H-Entropy Search: Generalizing Bayesian Optimization with a Decision-theoretic Uncertainty Measure—0
AutoOED: Automated Optimal Experimental Design Platform with Data- and Time-Efficient Multi-Objective Optimization—0
Expected Improvement-based Contextual Bandits—0
BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization—0
Benchmarking Algorithms from Machine Learning for Low-Budget Black-Box Optimization—0
RoDesigner: Variation-Aware Optimization for Robust Analog Design with Multi-Task RL—0
Differentiable Hyper-parameter Optimization—0
DEBOSH: Deep Bayesian Shape Optimization—0
High-Dimensional Discrete Bayesian Optimization with Self-Supervised Representation Learning for Data-Efficient Materials ExplorationCode0
A Bayesian Optimization Approach for Attenuation Correction in SPECT Brain Imaging—0
Online Adaptation of Parameters using GRU-based Neural Network with BO for Accurate Driving Model—0
Scalable Bayesian Optimization Accelerates Process Optimization of Penicillin ProductionCode0
Bayesian Optimization with Clustering and Rollback for CNN Auto PruningCode0
Multi-Objective Bayesian Optimization over High-Dimensional Search SpacesCode0
A Robust Asymmetric Kernel Function for Bayesian Optimization, with Application to Image Defect Detection in Manufacturing Systems—0
Computationally Efficient High-Dimensional Bayesian Optimization via Variable SelectionCode0
Non-smooth Bayesian Optimization in Tuning ProblemsCode0
Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization—0
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