https://distill.pub/2020/bayesian-optimization/
Exploring Bayesian Optimization
Breaking Bayesian Optimization into small, sizeable chunks.
Authors
Apoorv Agnihotri
Indian Insitute of Technology Gandhinagar
Nipun Batra
Indian Insitute of Technology Gandhinagar
Published
May 5, 2020
DOI
10.23915/distill.00026
“Many modern machine learning algorithms have a large number of hyperparameters. To effectively use these algorithms, we need to pick good hyperparameter values. In this article, we talk about Bayesian Optimization, a suite of techniques often used to tune hyperparameters.”