[Deep] Bayesian Machine Learning

Graduate course, Skoltech, CDISE, 9999

I developed materials on Bayesian Machine during autumns in 2018, 2019, 2020. Please visit the following repo. The content is a mixture of the essential introduction, with attention to the exponential families and modern methods for deep learning.

Bayesian Machine Learning, HSE

Under-graduate course, HSE, Computer Science, 2020

I deliver practical seminars on bayesian machine learning which are complemen- tary to the lectures of Prof. Vetrov. You can find all materials in this repo.