CS-5806: Advanced Machine Learning 

Instructor: 

Dawei Zhou

Email: zhoud [AT] vt (DOT) edu

Office: Zoom

Office Hours: Thu 11 am - 12 pm

Teaching Assistant: 

Haisam Rafid (haisamrafid@gmail.com)

Lecture Time: 

TR 9:30 am - 10:45 am

Location: 

DDS 155

Syllabus: 

Probability distributions, MLE, regression, classification, decision tree, boosting, kernel methods, clustering, mixture models, graphical models, deep learning, and advanced topics (e.g., anomaly detection, crowdsourcing, fairness learning, and meta learning).