You are here

The underlying topology of data

Jose Perea, Northeastern University
Friday, November 18, 2022 - 3:30pm to 4:30pm
ECE 125
Jose Perea

Topology is the branch of mathematics concerned with shapes and their spatial properties. In this talk I’ll show how several ideas from classic algebraic topology – like cohomology, classifying spaces and vector bundles – can be used in machine learning tasks such as dimensionality reduction, time series analysis and data alignment.

Event Type: 
Event Subcalendar: