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Bayesian Optimization

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Showing 751–800 of 1900 papers

TitleStatusHype
Efficient Learning of Vehicle Controller Parameters via Multi-Fidelity Bayesian Optimization: From Simulation to Experiment—0
Efficient Line Search Method Based on Regression and Uncertainty Quantification—0
Efficient Model Identification for Tensegrity Locomotion—0
Constraint-Aware Deep Neural Network Compression—0
Data-efficient Domain Randomization with Bayesian Optimization—0
Constrained Two-step Look-Ahead Bayesian Optimization—0
Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding—0
Efficient Robust Bayesian Optimization for Arbitrary Uncertain Inputs—0
Towards Bayesian Data Selection—0
Efficient Transfer Bayesian Optimization with Auxiliary Information—0
Bayesian optimization of distributed neurodynamical controller models for spatial navigation—0
A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations—0
Elucidating microstructural influences on fatigue behavior for additively manufactured Hastelloy X using Bayesian-calibrated crystal plasticity model—0
Emergent Hand Morphology and Control from Optimizing Robust Grasps of Diverse Objects—0
An Efficient Asynchronous Batch Bayesian Optimization Approach for Analog Circuit Synthesis—0
Automated Machine Learning: A Case Study on Non-Intrusive Appliance Load Monitoring—0
An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design—0
Constrained composite Bayesian optimization for rational synthesis of polymeric particles—0
Adaptive Expansion Bayesian Optimization for Unbounded Global Optimization—0
Enhanced data efficiency using deep neural networks and Gaussian processes for aerodynamic design optimization—0
Constrained Bayesian Optimization with Noisy Experiments—0
Enhancement of Energy-Based Swing-Up Controller via Entropy Search—0
Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management—0
Fidelity of Ensemble Aggregation for Saliency Map Explanations using Bayesian Optimization Techniques—0
Financial Applications of Gaussian Processes and Bayesian Optimization—0
Enhancing Monte Carlo Dropout Performance for Uncertainty Quantification—0
Constrained Bayesian Optimization with Max-Value Entropy Search—0
Enhancing Predictive Accuracy in Pharmaceutical Sales Through An Ensemble Kernel Gaussian Process Regression Approach—0
Ensemble of Anchor-Free Models for Robust Bangla Document Layout Segmentation—0
Bayesian Optimization of Robustness Measures Using Randomized GP-UCB-based Algorithms under Input Uncertainty—0
Constrained Bayesian Optimization with Adaptive Active Learning of Unknown Constraints—0
Epsilon-Greedy Thompson Sampling to Bayesian Optimization—0
Multipoint-BAX: A New Approach for Efficiently Tuning Particle Accelerator Emittance via Virtual Objectives—0
Constrained Bayesian Optimization Using a Lagrange Multiplier Applied to Power Transistor Design—0
Evaluation Function Approximation for Scrabble—0
Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System—0
Constrained Bayesian Optimization under Bivariate Gaussian Process with Application to Cure Process Optimization—0
Application of an automated machine learning-genetic algorithm (AutoML-GA) coupled with computational fluid dynamics simulations for rapid engine design optimization—0
Bayesian optimization of variable-size design space problems—0
Approximate Computational Approaches for Bayesian Sensor Placement in High Dimensions—0
An Automated Machine Learning (AutoML) Method for Driving Distraction Detection Based on Lane-Keeping Performance—0
Exact Sampling from Determinantal Point Processes—0
Few-Shot Bayesian Optimization with Deep Kernel Surrogates—0
Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks—0
Bayesian Optimization using Deep Gaussian Processes—0
Few-shot crack image classification using clip based on bayesian optimization—0
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models—0
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach—0
Few-Shot Test-Time Optimization Without Retraining for Semiconductor Recipe Generation and Beyond—0
Finding Needles in Haystack: Formal Generative Models for Efficient Massive Parallel Simulations—0
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