Foto del docente

Patrizio Frosini

Associate Professor

Department of Mathematics

Academic discipline: MAT/03 Geometry


Keywords: Topological machine learning Geometric deep learning Natural pseudodistance Shape comparison Pattern recognition Size theory Size function Persistent homology

I am mainly interested in these research topics:

* Topological and metric properties of spaces of group equivariant non-expansive operators (GENEOs).

* Topological Data Analysis (TDA) and Geometric Deep Learning.

* Topological and metric properties concerning topological spaces and manifolds endowed with real-valued or R^k-valued functions.
* Size functions, size homotopy groups, persistent homology. Multidimensional persistent homology. G-invariant persistent homology.
* Shape comparison.
* Pattern recognition.

See also this link.