Introduction to Machine Learning
Classification on Riemannian Manifolds
Topics in Mathematics of Data Science
Fitting a Graph to Vector Data
Deep Belief Networks
Information Theory
Dimensionality Reduction
Bayesian or Frequentist, Which Are You?
Density Ratio Estimation in Machine Learning
A tutorial on Deep Learning