DSAA 4011 · Advanced Machine Learning and Deep Learning

HKUST (Guangzhou) · Fall 2026–27 · Instructor

Probability models as factor graphs, exact inference by message passing, then sampling, learning with hidden variables and approximation when exact inference is impractical. Lecture and laboratory slides, handouts and lab files, week by week.