Rita Fioresi

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Stochastic Gradient Descent

Geometric Interpretation

Weakly Supervised

Top Venues

Publications

Michela Lapenna, Francesco Faglioni, Ferdinando Zanchetta, Rita Fioresi
Geometric Deep Learning: a Temperature Based Analysis of Graph Neural Networks. CoRR (2023)
Rita Fioresi, Ferdinando Zanchetta
Deep Learning and Geometric Deep Learning: an introduction for mathematicians and physicists. CoRR (2023)
Athanasios Tsamos, Sergei Evsevleev, Rita Fioresi, Francesco Faglioni, Giovanni Bruno
Synthetic Data Generation for Automatic Segmentation of X-ray Computed Tomography Reconstructions of Complex Microstructures. J. Imaging 9 (2) (2023)
Rita Fioresi, J. Petkovic
A precortical module for robust CNNs to light variations. CoRR (2022)
Rita Fioresi, P. Demurtas, G. Perini
Deep learning for MYC binding site recognition. Frontiers Bioinform. 2 (2022)
Luca Grementieri, Rita Fioresi
Model-centric Data Manifold: the Data Through the Eyes of the Model. CoRR (2021)
Rita Fioresi, María Antonia Lledó
Quantum Supertwistors. Symmetry 13 (7) (2021)
Michela Lapenna, Francesco Faglioni, Ferdinando Zanchetta, Rita Fioresi
Geometric Deep Learning: A Temperature Based Analysis of Graph Neural Networks. GSI (2) (2021)
Rita Fioresi, Francesco Faglioni, Francesco Morri, Lorenzo Squadrani
On the Thermodynamic Interpretation of Deep Learning Systems. GSI (2021)
Rita Fioresi, Pratik Chaudhari, Stefano Soatto
A Geometric Interpretation of Stochastic Gradient Descent Using Diffusion Metrics. Entropy 22 (1) (2020)
Claudio Carmeli, Rita Fioresi, V. S. Varadarajan
The Exponential of Nilpotent Supergroups in the Theory of Harish-Chandra Representations. GSI (2019)
Rita Fioresi, Pratik Chaudhari, Stefano Soatto
A geometric interpretation of stochastic gradient descent using diffusion metrics. CoRR (2019)