Latent Spectral Regularization for Continual Learning

Authors: Frascaroli, Emanuele, Benaglia, Riccardo, Boschini, Matteo, Moschella, Luca, Fiorini, Cosimo, Rodolà, Emanuele, Calderara, Simone

Source: Pattern Recognition Letters, Volume 184, August 2024, Pages 119-125, ISSN 0167-8655

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2301.03345

Latent spectral regularization for continual learning.

Authors: Frascaroli, Emanuele^1,2, emanuele.frascaroli@unimore.it, Benaglia, Riccardo^1,2, riccardo.benaglia@unimore.it, Boschini, Matteo¹, matteoboschini3@gmail.com, Moschella, Luca³, moschella@di.uniroma1.it, Fiorini, Cosimo^1,2, c.fiorini@ammagamma.com, Rodolà, Emanuele³, rodola@di.uniroma1.it, Calderara, Simone¹, simone.calderara@unimore.it

Source: Pattern Recognition Letters; Aug2024, Vol. 184, p119-125, 7p

Predictive Algorithms for Energy Performance Evaluation of Banking Institutions.

Authors: Fondriest, Matilde, Macchitelli, Giovani, Stancari, Simone, Montanari, Davide, Fiorini, Cosimo, Anceschi, Giovanni, Pedrazzi, Simone, Allesina, Giulio

Source: AIP Conference Proceedings; 2019, Vol. 2191 Issue 1, p020077-1-020077-10, 10p

Subject Terms: PERFORMANCE evaluation, ALGORITHMS, ENERGY consumption, MODEL railroads

Machine learning application for development of a data-driven predictive model able to investigate quality of life scores in a rare disease.

Authors: Spiga, Ottavia, Cicaloni, Vittoria, Fiorini, Cosimo, Trezza, Alfonso, Visibelli, Anna, Millucci, Lia, Bernardini, Giulia, Bernini, Andrea, Marzocchi, Barbara, Braconi, Daniela, Prischi, Filippo, Santucci, Annalisa

Source: Orphanet Journal of Rare Diseases; 2/12/2020, Vol. 15 Issue 1, p1-10, 10p

Subject Terms: RARE diseases, MACHINE learning, NEAREST neighbor analysis (Statistics), PREDICTION models, BODY mass index, DATABASE management, PEARSON correlation (Statistics), MODEL-driven software architecture