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Neural Networks : the Official Journal of the International Neural Network Society|May 27, 2023
Continual learning with invertible generative modelsJary Pomponi, Simone Scardapane, Aurelio Uncini
Entropy (Basel, Switzerland)|January 21, 2022
A Probabilistic Re-Intepretation of Confidence Scores in Multi-Exit ModelsJary Pomponi, Simone Scardapane, Aurelio Uncini
Neural Networks : the Official Journal of the International Neural Network Society|September 25, 2021
Structured Ensembles: An approach to reduce the memory footprint of ensemble methodsJary Pomponi, Simone Scardapane, Aurelio Uncini
IEEE Transactions on Cybernetics|July 28, 2017
Bayesian Random Vector Functional-Link Networks for Robust Data ModelingSimone Scardapane, Dianhui Wang, Aurelio Uncini
IEEE Transactions on Neural Networks and Learning Systems|May 11, 2022
A Meta-Learning Approach for Training Explainable Graph Neural NetworksIndro Spinelli, Simone Scardapane, Aurelio Uncini
Neural Networks : the Official Journal of the International Neural Network Society|June 21, 2020
Missing data imputation with adversarially-trained graph convolutional networksIndro Spinelli, Simone Scardapane, Aurelio Uncini
IEEE Transactions on Neural Networks and Learning Systems|September 25, 2020
Adaptive Propagation Graph Convolutional NetworkIndro Spinelli, Simone Scardapane, Aurelio Uncini
IEEE Transactions on Neural Networks and Learning Systems|July 21, 2025
NACHOS: Neural Architecture Search for Hardware-Constrained Early-Exit Neural NetworksMatteo Gambella, Jary Pomponi, Simone Scardapane, et al.
IEEE Transactions on Neural Networks and Learning Systems|January 7, 2015
Online Sequential Extreme Learning Machine With KernelsSimone Scardapane, Danilo Comminiello, Michele Scarpiniti, et al.
IEEE Transactions on Neural Networks and Learning Systems|January 24, 2017
Fully Decentralized Semi-supervised Learning via Privacy-preserving Matrix CompletionRoberto Fierimonte, Simone Scardapane, Aurelio Uncini, et al.
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