Bayesian Optimization

 

 

https://github.com/bayesian-optimization/BayesianOptimization?tab=readme-ov-file

GitHub - bayesian-optimization/BayesianOptimization: A Python implementation of global optimization with gaussian processes.

 

 

Practical Bayesian Optimization of Machine Learning Algorithms

https://arxiv.org/pdf/1012.2599v1.pdf

 

 

A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning.

https://proceedings.neurips.cc/paper_files/paper/2012/file/05311655a15b75fab86956663e1819cd-Paper.pdf

 

 

Machine learning - Bayesian optimization and mult-armed bandis

https://www.youtube.com/watch?v=vz3D36VXefI&list=PLE6Wd9FR--EdyJ5lbFl8UuGjecvVw66F6&index=11