Jun 7 – 10, 2022
Europe/Amsterdam timezone

A Brief Introduction to the use of Group Equivariant Non-expansive Operators for Topological Data Analysis and Geometric Deep Learning

Jun 7, 2022, 10:00 AM
2h
C4.101

C4.101

Speaker

Patrizio Frosini (University of Bologna)

Description

Group equivariant non-expansive operators (GENEOs) have been recently introduced as mathematical tools for approximating data observers, when data are represented by real-valued or vector-valued functions. The use of these operators is based on the assumption that the interpretation of data depends on the geometric properties of the observers. In this talk we will illustrate some recent results in the theory of GENEOs, showing how these operators could be used for topological data analysis and geometric deep learning.

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