MENU - Lecture 1: Low-Dimensional and Nonconvex Models for Shallow Representation Learning (Related materials: Paper1, Paper 2, Paper 3, Paper 4, Paper 5)
- Lecture 2: Low-Dimensional Structures in Deep Representation Learning I (Related materials: Paper 1, Code 1, Paper 2, Code 2, Paper 3, Code 3, Paper 4, Code 4)
- Lecture 3: Low-Dimensional Structures in Deep Representation Learning II (Related materials: Paper 1, Paper 2, Code 2)
- Lecture 4: Robust Learning of Overparameterized Networks via Low-Dimensional Models (Related materials: Paper 1, Code 1, Paper 2, Code 2)