Date

Jun 18 2021

Time

6:30 pm - 7:30 pm

Labels

ZOOM

Plenary – “Topological Data Analysis and Deep Learning” (G. Carlsson)

Abstract: 

Deep learning is a powerful methodology that permits the solution of many interesting problems in machine learning. However, it suffers from a few different problems.

It is often “data hungry”, it often doesn’t generalize well, it is subject to adversarial attacks, and it suffers from a general “opaqueness”.

In this talk we will discuss how topological methods can be used to mitigate these problems, with examples.

The event is finished.