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Bayesian Optimization

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Showing 1201–1225 of 1900 papers

TitleStatusHype
AutoPilot: Automating SoC Design Space Exploration for SWaP Constrained Autonomous UAVs—0
Hyper-optimization with Gaussian Process and Differential Evolution AlgorithmCode0
Scaffolded Learning of In-place Trotting Gait for a Quadruped Robot with Bayesian Optimization—0
Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolationCode0
Bayesian Optimization Assisted Meal Bolus Decision Based on Gaussian Processes Learning and Risk-Sensitive Control—0
A New Knowledge Gradient-based Method for Constrained Bayesian Optimization—0
Few-Shot Bayesian Optimization with Deep Kernel Surrogates—0
Safe and Efficient Model-free Adaptive Control via Bayesian Optimization—0
TREGO: a Trust-Region Framework for Efficient Global Optimization—0
Cost-Efficient Online Hyperparameter Optimization—0
CobBO: Coordinate Backoff Bayesian Optimization with Two-Stage KernelsCode1
Bayesian optimization with improved scalability and derivative information for efficient design of nanophotonic structures—0
Application of an automated machine learning-genetic algorithm (AutoML-GA) coupled with computational fluid dynamics simulations for rapid engine design optimization—0
Hyperboost: Hyperparameter Optimization by Gradient Boosting surrogate models—0
Meta-Learning Conjugate Priors for Few-Shot Bayesian Optimization—0
GSdyn: Learning training dynamics via online Gaussian optimization with gradient states—0
Differentiable Graph Optimization for Neural Architecture Search—0
Learning Collision-free Latent Space for Bayesian Optimization—0
Approximating Pareto Frontier through Bayesian-optimization-directed Robust Multi-objective Reinforcement Learning—0
Probabilistic Meta-Learning for Bayesian Optimization—0
Learning to Make Decisions via Submodular Regularization—0
Don't be picky, all students in the right family can learn from good teachers—0
Zero-shot Transfer Learning for Gray-box Hyper-parameter Optimization—0
Good practices for Bayesian Optimization of high dimensional structured spacesCode0
Deep Evolutionary Learning for Molecular Design—0
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