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math.AT2026
Persistent Homology and Equivariance in Data Analysis: A Topological Introduction
Patrizio Frosini, Ulderico Fugacci, Nicola Quercioli +1
This new book is intended as a first elementary introduction to Topological Data Analysis for mathematics students seeking a rigorous account of the foundations of persistent homol…
math.RT2026
An Algebraic Representation Theorem for Linear GENEOs in Geometric Machine Learning
Francesco Conti, Patrizio Frosini, Nicola Quercioli
Geometric and Topological Deep Learning are rapidly growing research areas that enhance machine learning through the use of geometric and topological structures. Within this framew…