DIKU Bits: Polynomials: the Good, the Bad, and the Ugly

Speaker

Tong Chen, Postdoc in the ML (Machine Learning) section.

Title

Polynomials: the Good, the Bad, and the Ugly.

Abstract

Neural networks and gradient descent are widely known as the dynamic duo of deep learning. But what if I told you there’s another way to solve these tasks? In this talk, I’ll introduce you to a new combo: polynomials and semidefinite programming. From classification to shape approximation, you’ll discover how these tools can work their magic, and where they might fall short. Curious about the good, the bad, and the unexpected? Join me to explore a fresh perspective on deep learning!