Teaching: Courses

Current

10716: Advanced Machine Learning: Theory and Methods

Spring 2024


Past Courses

10708: Probabilistic Graphical Models

Fall 2021, Fall 2020

10716: Advanced Machine Learning: Theory and Methods

Spring 2023, Spring 2022, Spring 2021, Spring 2020, Spring 2019

10701: Introduction to Machine Learning

Fall 2018, Spring 2018, Spring 2017

10725/36725: Convex Optimization

Fall 2017

SSC 358/CS 363D: Statistical Learning and Data Mining

Spring 2015, Spring 2014, Spring 2013

CS 395T/SDS 386C: Graphical Models

Fall 2014, Fall 2013, Fall 2012

SSC 321: Introduction to Probability and Statistics

Spring 2012, Spring 2011, Spring 2010

CS 395T: Learning Theory

Fall 2011, Fall 2010, Fall 2009