Episode 23 | Simon Du

Gradient Descent for Non-convex Problems in Modern Machine Learning

Papers and Links:

• Simon's Homepage
• Thesis
• Understanding deep learning requires rethinking generalization
• Neural Tangent Kernel: Convergence and Generalization in Neural Networks
• Book: Deep Learning Theory

Listen: