Zi Wang's Preliminary Exam

Smooth neural networks play an important role in machine learning, deep learning and security. In this talk, I will discuss how we can approach smooth neural networks with ideas from approximation theory, programming languages, optimization and theoretical computer science.

Committee: Somesh Jha (advisor),
Yudong Chen,
Matt Fredrikson (CMU)