Mattia G. Bergomi

17 papers A* 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Equivariant optimisation for the gravitational n-body problem: A computational factory of symmetric orbits.
Commun. Nonlinear Sci. Numer. Simul.
Vivina Barutello, Gian Marco Canneori, Roberto Ciccarelli, Susanna Terracini, Mattia G. Bergomi, Pietro Vertechi, Davide L. Ferrario
2023 J jnl
Exploring Graph and Digraph Persistence.
Algorithms
Mattia G. Bergomi, Massimo Ferri
2023 J jnl
Generalized Persistence for Equivariant Operators in Machine Learning.
Mach. Learn. Knowl. Extr.
Mattia G. Bergomi, Massimo Ferri, Alessandro Mella, Pietro Vertechi
2023 A* conf
Machines of Finite Depth: Towards a Formalization of Neural Networks.
AAAI
Pietro Vertechi, Mattia G. Bergomi
2023 J jnl
Steady and ranging sets in graph persistence.
J. Appl. Comput. Topol.
Mattia G. Bergomi, Massimo Ferri, Antonella Tavaglione
2022 J jnl
Machines of finite depth: towards a formalization of neural networks.
CoRR
Pietro Vertechi, Mattia G. Bergomi
2022 J jnl
Neural network layers as parametric spans.
CoRR
Mattia G. Bergomi, Pietro Vertechi
2022 J jnl
Persistence-based operators in machine learning.
CoRR
Mattia G. Bergomi, Massimo Ferri, Alessandro Mella, Pietro Vertechi
2020 J jnl
Parametric machines: a fresh approach to architecture search.
CoRR
Pietro Vertechi, Patrizio Frosini, Mattia G. Bergomi
2020 J jnl
Steady and ranging sets in graph persistence.
CoRR
Mattia G. Bergomi, Massimo Ferri, Antonella Tavaglione
2019 J jnl
Rank-based persistence.
CoRR
Mattia G. Bergomi, Pietro Vertechi
2019 J jnl
Towards a topological-geometrical theory of group equivariant non-expansive operators for data analysis and machine learning.
Nat. Mach. Intell.
Mattia G. Bergomi, Patrizio Frosini, Daniela Giorgi, Nicola Quercioli
2018 J jnl
Towards a topological-geometrical theory of group equivariant non-expansive operators for data analysis and machine learning.
CoRR
Mattia G. Bergomi, Patrizio Frosini, Daniela Giorgi, Nicola Quercioli
2018 J jnl
idtracker.ai: Tracking all individuals in large collectives of unmarked animals.
CoRR
Francisco Romero-Ferrero, Mattia G. Bergomi, Robert Hinz, Francisco J. H. Heras, Gonzalo G. de Polavieja
2016 — conf
Towards a Topological Fingerprint of Music.
CTIC
Mattia G. Bergomi, Adriano Baratè, Barbara Di Fabio
2016 J jnl
Towards a topological fingerprint of music.
CoRR
Mattia G. Bergomi, Adriano Baratè, Barbara Di Fabio
2014 — ch.
EEG-Based Brain-Computer Interface for Emotional Involvement in Games Through Music.
Digital Da Vinci
Raffaella Folgieri, Mattia G. Bergomi, Simone Castellani