CS486
Syllabus
Robust Machine Learning
Adversarial examples, robustness, certification, and reliable deployment.
Teaching
CS613
Syllabus
Machine Learning
Foundations, algorithms, optimization, and modern applications.
CS616
Syllabus
Robust Deep Learning
Advanced topics in attacks, defenses, and neural network verification.