Agustinus Kristiadi

Teaching

Winter 2026

CS 9840B

Probablistic Generative AI

CS 9840B

From chatbots to image generators, Generative AI (GenAI) is reshaping the world. What algorithms and probabilistic principles power this revolution? This course introduces the theoretical and algorithmic foundations of GenAI, covering large language models (LLMs) and diffusion models, among more mature methods.

Fall 2026

DS 3000A/9000A

Introduction to Machine Learning

DS 3000A / DS 9000A

Winter 2027

CS 9840B

Probablistic Generative AI

CS 9840B

CS 4453B

Reinforcement Learning

CS 4453B / CS 9670B