CS-5806: Advanced Machine Learning
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).