A Personal Journey: From Signals and Systems to Graphical Models
Information Theory
Theoretical Neuroscience and Deep Learning Theory
Dynamic Programming and Stochastic Control
Topics in Mathematics of Data Science
A tutorial on Deep Learning
Principles of Digital Communications I
Experiments with Non-parametric Topic Models
Lecture 21: Case study 3: spatial modeling
Future Information Minimization as PAC Bayes regularization in Reinforcement Learning