Tech Blog

What I cannot create, I do not understand

A step-by-step guide to variational inference (2): expectation maximization

how to optimize ELBO when your approx posterior can be easily obtained

9 min read · July 15, 2018

2018
A step-by-step guide to variational inference (1): variational lower bound

what is variational lower bound, why it is important, and how to derive it

8 min read · July 08, 2018

2018
A solution manual to the Elements of Statistical Learning (ESL)

my solution to selected problems

1 min read · January 01, 2018

2018