|
Hello Everyone,
Next week's seminar on 3/27, will feature
Zi Wang, who will be presenting on "Tropical
Semiring for ReLU Network Analysis". Feel free to read more in the abstract below! As always it will be in
room 3310 or on
zoom, hope to see you there!
Abstract:
"In
the last talk, I discussed how we can reason neural networks symbolically. This allows us to write neural-network verification problems as symbolic expressions. A natural generalization is to exploit the algebraic structures hidden in the symbolic expressions.
In this talk, I will introduce an algebraic transformation, i.e., tropicalization, which can lead to a better mathematical understanding of neural networks. We might also be able to define new static analysis methods over neural networks from the tropical
view."
Best,
Lauren Neudorf
Program Manager, MadPL Research Group
University of Wisconsin-Madison
Department of Computer Sciencesâ
(716) 704-4463
(she/her/hers)
|
![[Computer Systems Lab]](http://www.cs.wisc.edu/pics/csl_logo.gif){kind=logo}