S Scardapane

Affiliations
  • Department of Information Engineering, Electronics and Telecommunications (DIET), Sapienza University of Rome, Italy.
ORCID: https://orcid.org/0000-0003-0881-8344

Publications (12)

Missing data imputation with adversarially-trained graph convolutional networks.

Neural networks : the official journal of the International Neural Network Society
Avec: Indro Spinelli , Simone Scardapane , Aurelio Uncini

A Calibrated Multiexit Neural Network for Detecting Urothelial Cancer Cells.

Computational and mathematical methods in medicine
Avec: L Lilli , E Giarnieri ,

Structured Ensembles: An approach to reduce the memory footprint of ensemble methods.

Neural networks : the official journal of the International Neural Network Society
Avec: Jary Pomponi , Simone Scardapane , Aurelio Uncini

Towards Artificial Intelligence Applications in Next Generation Cytopathology.

Biomedicines
Avec: Enrico Giarnieri , Simone Scardapane

Reservoir Computing Approaches for Representation and Classification of Multivariate Time Series.

IEEE transactions on neural networks and learning systems
Avec: Filippo Maria Bianchi , Simone Scardapane , Sigurd Lokse , Robert Jenssen

A Meta-Learning Approach for Training Explainable Graph Neural Networks.

IEEE transactions on neural networks and learning systems
Avec: Indro Spinelli , Simone Scardapane , Aurelio Uncini

Handwriting Declines With Human Aging: A Machine Learning Study.

Frontiers in aging neuroscience
Avec: Francesco Asci , Simone Scardapane , Alessandro Zampogna , Valentina D'Onofrio , Lucia Testa , Martina Patera , Marco Falletti , Luca Marsili , Antonio Suppa

Adaptive Propagation Graph Convolutional Network.

IEEE transactions on neural networks and learning systems
Avec: Indro Spinelli , Simone Scardapane , Aurelio Uncini

Continual learning with invertible generative models.

Neural networks : the official journal of the International Neural Network Society
Avec: Jary Pomponi , Simone Scardapane , Aurelio Uncini

Kafnets: Kernel-based non-parametric activation functions for neural networks.

Neural networks : the official journal of the International Neural Network Society
Avec: Simone Scardapane , Steven Van Vaerenbergh , Simone Totaro , Aurelio Uncini

A Probabilistic Re-Intepretation of Confidence Scores in Multi-Exit Models.

Entropy (Basel, Switzerland)
Avec: Jary Pomponi , Simone Scardapane , Aurelio Uncini

Drop edges and adapt: A fairness enforcing fine-tuning for graph neural networks.

Neural networks : the official journal of the International Neural Network Society
Avec: Indro Spinelli , Riccardo Bianchini , Simone Scardapane

Réseau de co-auteurs

Simone Scardapane 11 collaborations
Aurelio Uncini 7 collaborations
Indro Spinelli 4 collaborations
Jary Pomponi 3 collaborations
L Lilli 1 collaboration
E Giarnieri 1 collaboration
Enrico Giarnieri 1 collaboration
Filippo Maria Bianchi 1 collaboration
Sigurd Lokse 1 collaboration
Robert Jenssen 1 collaboration
Francesco Asci 1 collaboration
Alessandro Zampogna 1 collaboration
Valentina D'Onofrio 1 collaboration
Lucia Testa 1 collaboration
Martina Patera 1 collaboration
Marco Falletti 1 collaboration
Luca Marsili 1 collaboration
Antonio Suppa 1 collaboration
Steven Van Vaerenbergh 1 collaboration
Simone Totaro 1 collaboration
Riccardo Bianchini 1 collaboration