Mattia G. Bergomi

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 15

Top Topics

Repeating Patterns

Fingerprint Verification

Top Venues

Nat. Mach. Intell.

Mach. Learn. Knowl. Extr.

Publications

Mattia G. Bergomi, Massimo Ferri
Exploring Graph and Digraph Persistence. Algorithms 16 (10) (2023)
Mattia G. Bergomi, Massimo Ferri, Antonella Tavaglione
Steady and ranging sets in graph persistence. J. Appl. Comput. Topol. 7 (1) (2023)
Pietro Vertechi, Mattia G. Bergomi
Machines of Finite Depth: Towards a Formalization of Neural Networks. AAAI (2023)
Mattia G. Bergomi, Massimo Ferri, Alessandro Mella, Pietro Vertechi
Generalized Persistence for Equivariant Operators in Machine Learning. Mach. Learn. Knowl. Extr. 5 (1) (2023)
Mattia G. Bergomi, Massimo Ferri, Alessandro Mella, Pietro Vertechi
Persistence-based operators in machine learning. CoRR (2022)
Pietro Vertechi, Mattia G. Bergomi
Machines of finite depth: towards a formalization of neural networks. CoRR (2022)
Mattia G. Bergomi, Pietro Vertechi
Neural network layers as parametric spans. CoRR (2022)
Mattia G. Bergomi, Massimo Ferri, Antonella Tavaglione
Steady and ranging sets in graph persistence. CoRR (2020)
Pietro Vertechi, Patrizio Frosini, Mattia G. Bergomi
Parametric machines: a fresh approach to architecture search. CoRR (2020)
Mattia G. Bergomi, Patrizio Frosini, Daniela Giorgi, Nicola Quercioli
Towards a topological-geometrical theory of group equivariant non-expansive operators for data analysis and machine learning. Nat. Mach. Intell. 1 (9) (2019)
Mattia G. Bergomi, Pietro Vertechi
Rank-based persistence. CoRR (2019)
Francisco Romero-Ferrero, Mattia G. Bergomi, Robert Hinz, Francisco J. H. Heras, Gonzalo G. de Polavieja
idtracker.ai: Tracking all individuals in large collectives of unmarked animals. CoRR (2018)
Mattia G. Bergomi, Patrizio Frosini, Daniela Giorgi, Nicola Quercioli
Towards a topological-geometrical theory of group equivariant non-expansive operators for data analysis and machine learning. CoRR (2018)
Mattia G. Bergomi, Adriano Baratè, Barbara Di Fabio
Towards a topological fingerprint of music. CoRR (2016)
Mattia G. Bergomi, Adriano Baratè, Barbara Di Fabio
Towards a Topological Fingerprint of Music. CTIC (2016)