Bayesian Optimization
-
Is it better than grid search?
9 min read -
An alternative to traditional hyperparameter tuning methods
11 min read -
The intuitive guide to the essential knowledge on Bayesian inference applied in the context of…
6 min read -
An Introduction to Hyperparameter Tuning and two of the most popular Techniques
20 min read -
Deep Learning Meets Gaussian Process: How Deep Kernel Learning Enables Autonomous Microscopy
Deep LearningMaxim Ziatdinov¹ ² & Sergei V. Kalinin¹ ¹ Center for Nanophase Materials Sciences and ²…
12 min read -
Maxim Ziatdinov¹ ² & Sergei V. Kalinin¹
11 min read -
A practical guide to hyperparameter optimization using three methods: grid, random and bayesian search (with…
4 min read -
Tuning the hyper-parameters of a LightGBMmodel using Bayesian optimisation, with comparison against improvements from a…
12 min read -
An introduction to Bayesian Optimization and how to use it for hyperparameter tuning
10 min read