The Exponential of Nilpotent Supergroups in the Theory of Harish-Chandra Representations. - Claudio Carmeli; Rita Fioresi; V. S. Varadarajan (GSI, 2019)

A Geometric Interpretation of Stochastic Gradient Descent Using Diffusion Metrics. - Rita Fioresi; Pratik Chaudhari; Stefano Soatto (Entropy, 2020)

On the Thermodynamic Interpretation of Deep Learning Systems. - Rita Fioresi; Francesco Faglioni; Francesco Morri; Lorenzo Squadrani (GSI, 2021)

Geometric Deep Learning: A Temperature Based Analysis of Graph Neural Networks. - Michela Lapenna; Francesco Faglioni; Ferdinando Zanchetta; Rita Fioresi (GSI (2), 2021)

Model-centric Data Manifold: the Data Through the Eyes of the Model. - Luca Grementieri; Rita Fioresi (CoRR, 2021)

Quantum Supertwistors. - Rita Fioresi; María Antonia Lledó (Symmetry, 2021)

A precortical module for robust CNNs to light variations. - Rita Fioresi; J. Petkovic (CoRR, 2022)

Deep learning for MYC binding site recognition. - Rita Fioresi; P. Demurtas; G. Perini (Frontiers Bioinform., 2022)

Deep Learning and Geometric Deep Learning: an introduction for mathematicians and physicists. - Rita Fioresi; Ferdinando Zanchetta (CoRR, 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)

Cartan moving frames and the data manifolds. - Eliot Tron; Rita Fioresi; Nicolas Couellan; Stéphane Puechmorel (CoRR, 2024)

Spontaneous Emergence of Robustness to Light Variation in CNNs With a Precortically Inspired Module. - J. Petkovic; Rita Fioresi (Neural Comput., 2024)

Enhancing CNNs robustness to occlusions with bioinspired filters for border completion. - Catarina P. Coutinho; Aneeqa Merhab; Janko Petkovic; Ferdinando Zanchetta; Rita Fioresi (CoRR, 2025)