Teaching

Courses

CSC 480/580: Principles of Machine Learning.

Spring 2024

CSC 580: Principles of Machine Learning.

Fall 2022

CSC 696H: Topics in Bandits and Reinforcement Learning Theory.

Fall 2023

CSC 696H: Topics in Reinforcement Learning Theory.

Fall 2021

CSC 588: Machine Learning Theory.

Fall 2019, Spring 2021, Spring 2022

CSC 380: Principles of Data Science.

Spring 2023

Tutorials

ISIT 2017 Tutorial on Statistical Foundations of Interactive Learning.

(with Kamalika Chaudhuri and Tara Javidi)

Part II: PAC active learning, Part III: active learning beyond label feedback