Understanding Deep Learning -- Regularization

Regularization
* Note: There are no SDML events on March 16. This session is two weeks after the previous meetup. *
The SDML book club is reading a cool new book by Simon J.D. Prince called Understanding Deep Learning. This week we will be discussing chapter 9 and the problems at the end of the chapter. This week, we will discuss explicit and implicit regularization, and heuristics to improve model performance.
A free PDF copy of the book can be downloaded from the author's book site (udlbook.github.io/udlbook/) or it can be purchased from MIT Press. Everyone is welcome to join us. It is fine if you missed earlier sessions.
* Please make sure to read the instructions for joining the event below.
Agenda:
12:00 - 12:05 pm -- Arrival
12:05 - 1:00 pm -- Discussion of chapter and the problems
Time permitting -- Additional Q&A
Links to notes/slides and videos of prior meetups are available on the SDML GitHub repo github.com/SanDiegoMachineLea....
Location:
Please Note: There are two steps required to join this online meetup:
You must go to our Slack community and ask for the password for the meeting. Link to join is below.
You must have a Zoom login in order to join the event. A free Zoom account will work. If you get an error message joining the Zoom, please login to your account on the Zoom website then try again.
Community:
Join our slack channel for questions and discussion about what's new in ML:
join.slack.com/t/sdmachinelea...