Teaching

Lecture notes

•  Symmetry and symmetrization in learning and statistics (minicourse slides)   [PDF]
•  Bayesian Nonparametrics   [PDF]
•  Machine Learning (Slides)   [PDF]
•  Probability Theory II   [PDF]

At University College London

• Probabilistic and Unsupervised Learning (COMP 0086)
  Fall 2019—2025

At Columbia University

• Advanced Machine Learning (STAT GR5242)
  Fall 2017, Fall 2018 (with John P. Cunningham)
• Applied Data Mining (STAT UN3106)
  Spring 2018
• Bayesian Nonparametrics (STAT GR8201)
  Fall 2013, Spring 2017
• Probability Theory II (STAT G6106)
  Spring 2015, Spring 2016
• Statistical Machine Learning (STAT W4400)
  Spring 2013, Fall 2013, Spring 2014