Teaching

Courses

Session	Course	Topic	Notes
2025W2	CPSC 340	Machine Learning and Data Mining	Co-taught with Frank Wood.
2025W1	CPSC 532P	Synthetic Data Generation In the Era Of Generative AI	Updated CPSC 532P of 2024W1 with emerging AI safety and security topics.
2024W2	CPSC 340	Machine Learning and Data Mining	Co-taught with Jiarui Ding.
2024W1	CPSC 532P	Synthetic Data Generation / Generative Modeling	A newly developed course on generative modelling in machine learning
2022W1	CPSC 532P	Privacy in Machine Learning	A new graduate course on differentially private algorithms and foundations.
2021W2	CPSC 340	Machine Learning and Data Mining	Co-taught with Jeff Clune.

Core machine learning and data mining, taught in large co-taught sections.

Differential privacy, privacy-preserving algorithms, and theoretical foundations for modern ML systems.

Generative modeling and synthetic data generation, with recent updates on safety and security.

Directed studies, honors theses, and reading groups with undergraduate and graduate trainees.