| Date |
Lecture |
Topics |
Readings and useful links |
Handouts |
| Week 1 |
Intro to Tensor
Tensor Matricization
Slides
|
- What is Tensor? examples, Notation and Preliminaries
- Rank-One Tensors
- Transforming a Tensor into a Matrix
|
Tamara: Section 1
Papalexakis: Section 1
The
Tensor Decompositions and Applications
|
|
| Week 2 |
Intro to Linear Algebra
Matrix Properties
Slides
|
- Linear Algebra Basics
- Matrix Properties
- Practice Questions
|
Robert A. Beezer: Chapter 3
David Cherney : Chapter 7,8
The
Matrix Operations
|
|
