Pietro Vertechi

According to our database, Pietro Vertechi authored at least 9 papers between 2014 and 2023.

Collaborative distances:

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

2023

Generalized Persistence for Equivariant Operators in Machine Learning.

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

Mach. Learn. Knowl. Extr., March, 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

Dependent Optics.

Pietro Vertechi

Proceedings of the Proceedings Fifth International Conference on Applied Category Theory, 2022

2020

Learning to represent signals spike by spike.

Wieland Brendel, Ralph Bourdoukan, Pietro Vertechi, Christian K. Machens, Sophie Denève

PLoS Comput. Biol., 2020

Parametric machines: a fresh approach to architecture search.

Pietro Vertechi, Patrizio Frosini, Mattia G. Bergomi

CoRR, 2020

2019

Rank-based persistence.

Mattia G. Bergomi, Pietro Vertechi

CoRR, 2019

2014

Unsupervised learning of an efficient short-term memory network.

Pietro Vertechi, Wieland Brendel, Christian K. Machens

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014