Sanjeev Arora
Plenary talk at International Congress of Mathematicians 2018
"The Mathematics of Machine Learning and Deep
Learning."
Presentation slides.
Click here
Accompanying expository
article that appeared in the ICM proceedings.
Important Link I forgot to include in my slide: IAS
Special Year in Theoretical Machine Learning, Optimization and
Statistics that I am running in 2019-20. About 20
positions open for visiting faculty and postdocs; please apply by
Dec 1 2018.
LINKS
The
blog where I write expository articles about my machine
learning interests.
Webpage with many links to relevant articles to my
related ICML2018 tutorial (geared toward a machine learning
audience).
Video of ICML
2018 Tutorial: Toward Theoretical Understanding of Deep
Learning.
I will put more links to more expository articles soon.
Thanks to Assaf Naor for sending me
this pic