Intelligent Systems Engineering
2019

Variational EM Algorithm for Probablistic Matrix Factorization
Here is a complete derivation of the the results for probablistic matrix factorization.Feb 18, 2019

Introduction to Dirichlet Process Gaussian Mixture Model
A complet derivation of DPGM.Feb 16, 2019
2018
2017

NIPS workshop on Machine Learning for Audio
Dec 10, 2017

BitWise Sourse Separation (BWSS) paper is on Arxiv
Aug 29, 2017

Gaussian Mixture Model is Not Mixed Membership Model
Don't confuse conditional probability with memberbership.Aug 2, 2017

Monty Hall Problem
Conditional probability can be tricky!Aug 1, 2017

First post
Jul 31, 2017