Rita Fioresi

According to our database, Rita Fioresi authored at least 11 papers between 2019 and 2024.

Collaborative distances:

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

2024

Cartan moving frames and the data manifolds.

Eliot Tron, Rita Fioresi, Nicolas Couellan, Stéphane Puechmorel

CoRR, 2024

2023

Synthetic Data Generation for Automatic Segmentation of X-ray Computed Tomography Reconstructions of Complex Microstructures.

Athanasios Tsamos, Sergei Evsevleev, Rita Fioresi, Francesco Faglioni, Giovanni Bruno

J. Imaging, 2023

Deep Learning and Geometric Deep Learning: an introduction for mathematicians and physicists.

Rita Fioresi, Ferdinando Zanchetta

CoRR, 2023

2022

Deep learning for MYC binding site recognition.

Rita Fioresi, P. Demurtas, G. Perini

Frontiers Bioinform., 2022

A precortical module for robust CNNs to light variations.

Rita Fioresi, J. Petkovic

CoRR, 2022

2021

Quantum Supertwistors.

Rita Fioresi, María Antonia Lledó

Symmetry, 2021

Model-centric Data Manifold: the Data Through the Eyes of the Model.

Luca Grementieri, Rita Fioresi

CoRR, 2021

Geometric Deep Learning: A Temperature Based Analysis of Graph Neural Networks.

Michela Lapenna, Francesco Faglioni, Ferdinando Zanchetta, Rita Fioresi

Proceedings of the Geometric Science of Information - 6th International Conference, 2021

On the Thermodynamic Interpretation of Deep Learning Systems.

Rita Fioresi, Francesco Faglioni, Francesco Morri, Lorenzo Squadrani

Proceedings of the Geometric Science of Information - 5th International Conference, 2021

2020

A Geometric Interpretation of Stochastic Gradient Descent Using Diffusion Metrics.

Rita Fioresi, Pratik Chaudhari, Stefano Soatto

Entropy, 2020

2019

The Exponential of Nilpotent Supergroups in the Theory of Harish-Chandra Representations.

Claudio Carmeli, Rita Fioresi, V. S. Varadarajan

Proceedings of the Geometric Science of Information - 4th International Conference, 2019