From dd807bfa22a557443a5cdaa39eac02b1e0b7035d Mon Sep 17 00:00:00 2001 From: LiYangHart Date: Tue, 15 Sep 2020 16:14:31 -0400 Subject: [PATCH] Add a Hyperparameter Optimization survey paper May I add a comprehensive Hyperparameter Optimization survey paper to this awesome list, please? It is a very comprehensive survey paper about Hyperparameter Optimization of machine learning algorithms, and it has the Github code as a tutorial: https://github.com/LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms Thanks! --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index 611ca83..08e87b7 100644 --- a/README.md +++ b/README.md @@ -264,3 +264,7 @@ If you want to contribute to this list (please do), check [How to Contribute](ht * [Tutorial on Variational Autoencoders](https://scholar.google.com/scholar?q=%22Tutorial%20on%20Variational%20Autoencoders%22%20author%3A%22C%20Doersch%22 "C Doersch") (2016) [C Doersch] [65pp] ⭐ +### Hyperparameter Optimization + +* [On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice](https://scholar.google.com/scholar?hl=en&q=On+Hyperparameter+Optimization+of+Machine+Learning+Algorithms:+Theory+and+Practice&as_sdt=0 "L Yang, A Shami") (2016) +[L Yang, A Shami] [69pp] ⭐