Pietro Vertechi

11 papers A* 1Journal 8Unranked 2
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
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
2022 — conf
Dependent Optics.
ACT
Pietro Vertechi
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
Learning to represent signals spike by spike.
PLoS Comput. Biol.
Wieland Brendel, Ralph Bourdoukan, Pietro Vertechi, Christian K. Machens, Sophie Denève
2020 J jnl
Parametric machines: a fresh approach to architecture search.
CoRR
Pietro Vertechi, Patrizio Frosini, Mattia G. Bergomi
2019 J jnl
Rank-based persistence.
CoRR
Mattia G. Bergomi, Pietro Vertechi
2014 — conf
Unsupervised learning of an efficient short-term memory network.
NIPS
Pietro Vertechi, Wieland Brendel, Christian K. Machens