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Bayesian Optimization

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Showing 1351–1400 of 1900 papers

TitleStatusHype
Beyond Grids: Multi-objective Bayesian Optimization With Adaptive DiscretizationCode0
Simple and Scalable Parallelized Bayesian Optimization—0
On Compression Principle and Bayesian Optimization for Neural Networks—0
MUMBO: MUlti-task Max-value Bayesian Optimization—0
Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization—0
Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian OptimizationCode0
Bayesian Optimization with Missing Inputs—0
Efficient Hyperparameter Optimization under Multi-Source Covariate ShiftCode0
Likelihood-Free Inference with Deep Gaussian ProcessesCode0
Recursive Two-Step Lookahead Expected Payoff for Time-Dependent Bayesian Optimization—0
Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning—0
An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design—0
Uncertainty quantification using martingales for misspecified Gaussian processesCode0
Adaptation Strategies for Automated Machine Learning on Evolving DataCode0
Fair Bayesian Optimization—0
Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian OptimizationCode2
Efficient Large-Scale Gaussian Process Bandits by Believing only Informative Actions—0
Random Hypervolume Scalarizations for Provable Multi-Objective Black Box Optimization—0
Sparse representation for damage identification of structural systems—0
Bayesian optimization for modular black-box systems with switching costs—0
Automatic Setting of DNN Hyper-Parameters by Mixing Bayesian Optimization and Tuning Rules—0
Semi-supervised Embedding Learning for High-dimensional Bayesian OptimizationCode0
Causal Bayesian Optimization—0
MANGO: A Python Library for Parallel Hyperparameter TuningCode1
Epidemiologically and Socio-economically Optimal Policies via Bayesian OptimizationCode0
Global Optimization of Gaussian processes—0
Informative Path Planning for Extreme Anomaly Detection in Environment Exploration and MonitoringCode1
Cascade Control: Data-Driven Tuning Approach Based on Bayesian Optimization—0
A Robust Experimental Evaluation of Automated Multi-Label Classification MethodsCode0
High-dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model—0
Finding Game Levels with the Right Difficulty in a Few Trials through Intelligent Trial-and-ErrorCode0
Excursion Search for Constrained Bayesian Optimization under a Limited Budget of FailuresCode0
Safe Learning-based Observers for Unknown Nonlinear Systems using Bayesian Optimization—0
Using Bayesian Optimization to Accelerate Virtual Screening for the Discovery of Therapeutics Appropriate for Repurposing for COVID-19—0
Upper Trust Bound Feasibility Criterion for Mixed Constrained Bayesian Optimization with Application to Aircraft Design—0
Sequential Gallery for Interactive Visual Design Optimization—0
Time Efficiency in Optimization with a Bayesian-Evolutionary Algorithm—0
GCN-RL Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning—0
AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer LearningCode1
Learning to Guide Random SearchCode1
Bayesian Optimization with Output-Weighted Optimal SamplingCode1
Combinatorial 3D Shape Generation via Sequential AssemblyCode1
Quantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection HotspotsCode1
A Modified Bayesian Optimization based Hyper-Parameter Tuning Approach for Extreme Gradient Boosting—0
Parallel Predictive Entropy Search for Multi-objective Bayesian Optimization with ConstraintsCode0
Neural network based country wise risk prediction of COVID-19—0
Adaptation of Engineering Wake Models using Gaussian Process Regression and High-Fidelity Simulation Data—0
NPENAS: Neural Predictor Guided Evolution for Neural Architecture SearchCode1
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep LearningCode1
Optimization of Genomic Classifiers for Clinical Deployment: Evaluation of Bayesian Optimization to Select Predictive Models of Acute Infection and In-Hospital Mortality—0
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