Rita Fioresi

According to our database, Rita Fioresi authored at least 12 papers between 2019 and 2024.

Collaborative distances:

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

2024

Spontaneous Emergence of Robustness to Light Variation in CNNs With a Precortically Inspired Module.

J. Petkovic, Rita Fioresi

Neural Comput., 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