Mattia G. Bergomi

According to our database, Mattia G. Bergomi authored at least 13 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Generalized Persistence for Equivariant Operators in Machine Learning.

Mattia G. Bergomi, Massimo Ferri, Alessandro Mella, Pietro Vertechi

Mach. Learn. Knowl. Extr., March, 2023

Steady and ranging sets in graph persistence.

Mattia G. Bergomi, Massimo Ferri, Antonella Tavaglione

J. Appl. Comput. Topol., March, 2023

Exploring Graph and Digraph Persistence.

Mattia G. Bergomi, Massimo Ferri

Algorithms, 2023

Machines of Finite Depth: Towards a Formalization of Neural Networks.

Pietro Vertechi, Mattia G. Bergomi

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Persistence-based operators in machine learning.

Mattia G. Bergomi, Massimo Ferri, Alessandro Mella, Pietro Vertechi

CoRR, 2022

Neural network layers as parametric spans.

Mattia G. Bergomi, Pietro Vertechi

CoRR, 2022

2020

Parametric machines: a fresh approach to architecture search.

Pietro Vertechi, Patrizio Frosini, Mattia G. Bergomi

CoRR, 2020

2019

Towards a topological-geometrical theory of group equivariant non-expansive operators for data analysis and machine learning.

Mattia G. Bergomi, Patrizio Frosini, Daniela Giorgi, Nicola Quercioli

Nat. Mach. Intell., 2019

Rank-based persistence.

Mattia G. Bergomi, Pietro Vertechi

CoRR, 2019

2018

idtracker.ai: Tracking all individuals in large collectives of unmarked animals.

Francisco Romero-Ferrero, Mattia G. Bergomi, Robert Hinz, Francisco J. H. Heras, Gonzalo G. de Polavieja

CoRR, 2018

2016

Towards a Topological Fingerprint of Music.

Mattia G. Bergomi, Adriano Baratè, Barbara Di Fabio

Proceedings of the Computational Topology in Image Context - 6th International Workshop, 2016

2015

Dynamical and Topological Tools for (Modern) Music Analysis. (Outils dynamiques et topologiques pour l'analyse musicale).

Mattia Giuseppe Bergomi

PhD thesis, 2015

2014

EEG-Based Brain-Computer Interface for Emotional Involvement in Games Through Music.

Raffaella Folgieri, Mattia G. Bergomi, Simone Castellani

Proceedings of the Digital Da Vinci - Computers in Music, 2014