Seminar on Combinatorics, Lie Theory, and Topology

Persistent homology in action: bridging topology and machine learning

Name: Persistent homology in action: bridging topology and machine learning
Start: 2023-06-20T15:00:00+02:00
End: 2023-06-20T16:00:00+02:00
Location: Department of Mathematics

by Davide Moroni (CNR, Pisa)

Tuesday 20 Jun 2023, 15:00 → 16:00 Europe/Rome

N1 (Department of Mathematics)

N1

Department of Mathematics

Description

Based on recent advances in representations based on topological descriptors, the talk will discuss how to leverage persistent homology for dealing with classification tasks of digital data. Applications to biomedical signal processing will be given (joint work with CNR-IBF and the Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa).