Seminar on Combinatorics, Lie Theory, and Topology
Persistent homology in action: bridging topology and machine learning
by
→
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).