Teaching

Data Intelligence in Action

Robust Machine Learning

Adversarial examples, robustness, certification, and reliable deployment.

Machine Learning

Foundations, algorithms, optimization, and modern applications.

Robust Deep Learning

Advanced topics in attacks, defenses, and neural network verification.