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 (https://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 https://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:
https://join.slack.com/t/sdmachinelea...