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Bayesian Optimization

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Showing 1076–1100 of 1900 papers

TitleStatusHype
H-Entropy Search: Generalizing Bayesian Optimization with a Decision-theoretic Uncertainty Measure—0
DEBOSH: Deep Bayesian Shape Optimization—0
High-Dimensional Discrete Bayesian Optimization with Self-Supervised Representation Learning for Data-Efficient Materials ExplorationCode0
Scalable Bayesian Optimization Accelerates Process Optimization of Penicillin ProductionCode0
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
A Robust Asymmetric Kernel Function for Bayesian Optimization, with Application to Image Defect Detection in Manufacturing Systems—0
Multi-Objective Bayesian Optimization over High-Dimensional Search SpacesCode0
Bayesian Optimization with Clustering and Rollback for CNN Auto PruningCode0
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter OptimizationCode2
Computationally Efficient High-Dimensional Bayesian Optimization via Variable SelectionCode0
Pre-trained Gaussian Processes for Bayesian OptimizationCode1
Non-smooth Bayesian Optimization in Tuning ProblemsCode0
Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization—0
Automatic Tuning of Tensorflow's CPU Backend using Gradient-Free Optimization Algorithms—0
Learning Performance Bounds for Safety-Critical Systems—0
Data-Driven Learning of 3-Point Correlation Functions as Microstructure RepresentationsCode0
An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures—0
LinEasyBO: Scalable Bayesian Optimization Approach for Analog Circuit Synthesis via One-Dimensional Subspaces—0
Text AutoAugment: Learning Compositional Augmentation Policy for Text ClassificationCode1
Online Optimization of Stimulation Speed in an Auditory Brain-Computer Interface under Time Constraints—0
Unsupervised Reservoir Computing for Solving Ordinary Differential EquationsCode1
Time Dependence in Kalman Filter TuningCode1
Adaptive unsupervised learning with enhanced feature representation for intra-tumor partitioning and survival prediction for glioblastoma—0
Lessons from AlphaZero for Optimal, Model Predictive, and Adaptive Control—0
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