CS3936: Topic in Modern Algorithms (Fall 2025)
Introduction
This semester, the course will focus on high-dimensional probability. A more friendly name might be algorithms for big data. I will not talk much about Markov chain Monte Carlo since the (fascinating) topic has been covered by my previous courses (see CS3936 (Fall 2024) and AI2613 (Spring 2025)).
Course Information
- Location: 致远书院（光彪楼） 206
- Time: 12:55 - 15:40, every Monday
- Instructor: Chihao Zhang
- TA: Yuchen He
References
[Ver18] High-Dimensional Probability, Roman Vershynin, Cambridge University Press.
[Van16] Probability in High Dimension, Ramon van Handel.