UW - PIMS Colloquium: Jose Perea

  • Date: 11/18/2022
  • Time: 15:30
Jose Perea, Northeastern University

University of Washington


The underlying topology of data


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.

Other Information: 

Location: ECE 125


Time: 3.30pm - 4.30pm Pacific