Lecture 1 – Deep Learning Challenge. Is There Theory?

Readings

Lecture 2 – Overview of Deep Learning From a Practical Point of View

Readings

Blogs

Videos

Lecture 3

Readings

Lecture 4

Readings

Lecture 5

Readings

Lecture 6

Readings

Lecture 7

Readings

Lecture 8

Readings

Lecture 9

Readings

Lecture 10

Readings

To be discussed and extra

•  by Olshausen and Field
•  by Kingma and Welling
•  by Goodfellow et al.
•  by Zhang et al.
•  by Giryes et al.
•  by Sokolic et al.
•  by Giryes et al.
•  by Moreau and Bruna
•  by Arora et al.
•  by Malgouyres and Landsberg
•  by Bolcskei et al.
•  by Cohen and Shashua
•  by Achille and Soatto
•  by Tishby and Zaslavsky