Simone Scardapane

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Aurelio UnciniProfessor of Electrical and Computer Engineering, Sapienza University of RomeZweryfikowany adres z uniroma1.it
Danilo ComminielloAssociate Professor at Sapienza University of RomeZweryfikowany adres z uniroma1.it
Michele ScarpinitiAssociate Professor, Sapienza University of RomeZweryfikowany adres z uniroma1.it
Indro SpinelliAssistant Professor, Sapienza University of RomeZweryfikowany adres z uniroma1.it
Massimo PanellaUniversity of Rome "La Sapienza" (Dept. of Information Eng., Electronics and Telecom.)Zweryfikowany adres z uniroma1.it
Prof Amir HussainSchool of Computing, Edinburgh Napier University, Scotland, UKZweryfikowany adres z napier.ac.uk
Filippo Maria BianchiUiT the Arctic University of Norway - Dept. of Mathematics and StatisticsZweryfikowany adres z uit.no
Paolo Di LorenzoSapienza University of RomeZweryfikowany adres z uniroma1.it
Jary PomponiSapienza, University of RomeZweryfikowany adres z uniroma1.it
Raffaele ParisiProfessore AssociatoZweryfikowany adres z uniroma1.it
Dianhui WANGLa Trobe UniversityZweryfikowany adres z latrobe.edu.au
Steven Van VaerenberghAssociate professor, University of CantabriaZweryfikowany adres z unican.es
Valerio MarsocciPostdoctoral researcher, KU LeuvenZweryfikowany adres z uniroma1.it
Roberto FierimonteSapienza University of Rome and UCLZweryfikowany adres z ucl.ac.uk
Vinay Chamola, Fellow, IET; Senior M...Associate Professor, BITS-Pilani & Director, Medsupervision Pvt. LtdZweryfikowany adres z pilani.bits-pilani.ac.in
Kaizhu HuangProfessor of ECE, Duke Kunshan UniversityZweryfikowany adres z dukekunshan.edu.cn
Abhinandan SingalJaypee Institute of Information TechnologyZweryfikowany adres z mail.jiit.ac.in
Alessio DevotoPhD Student, La Sapienza, University of RomeZweryfikowany adres z uniroma1.it
Robert JenssenVisual Intelligence, UiT The Arctic University of Norway & Norw. Comp. Center & P1 Centre AI, UCPHZweryfikowany adres z uit.no
Sigurd LøkseResearch Scientist at NORCE Norwegian Research CentreZweryfikowany adres z norceresearch.no

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Simone Scardapane

Assistant Professor, Sapienza University

Zweryfikowany adres z uniroma1.it - Strona główna

Machine Learning Signal Processing


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
Group sparse regularization for deep neural networks S Scardapane, D Comminiello, A Hussain, A Uncini Neurocomputing 241, 81-89, 2017	578	2017
Interpreting black-box models: a review on explainable artificial intelligence V Hassija, V Chamola, A Mahapatra, A Singal, D Goel, K Huang, ... Cognitive Computation 16 (1), 45-74, 2024	521	2024
Randomness in neural networks: an overview S Scardapane, D Wang Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 7 (2 …, 2017	394	2017
Avalanche: an end-to-end library for continual learning V Lomonaco, L Pellegrini, A Cossu, A Carta, G Graffieti, TL Hayes, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	225	2021
Reservoir computing approaches for representation and classification of multivariate time series FM Bianchi, S Scardapane, S Løkse, R Jenssen IEEE transactions on neural networks and learning systems 32 (5), 2169-2179, 2020	201	2020
Missing data imputation with adversarially-trained graph convolutional networks I Spinelli, S Scardapane, A Uncini Neural Networks 129, 249-260, 2020	177	2020
Distributed learning for random vector functional-link networks S Scardapane, D Wang, M Panella, A Uncini Information Sciences 301, 271-284, 2015	167	2015
Online sequential extreme learning machine with kernels S Scardapane, D Comminiello, M Scarpiniti, A Uncini IEEE transactions on neural networks and learning systems 26 (9), 2214-2220, 2014	162	2014
Why should we add early exits to neural networks? S Scardapane, M Scarpiniti, E Baccarelli, A Uncini Cognitive Computation 12 (5), 954-966, 2020	149	2020
Complex-valued neural networks with nonparametric activation functions S Scardapane, S Van Vaerenbergh, A Hussain, A Uncini IEEE Transactions on Emerging Topics in Computational Intelligence 4 (2 …, 2018	131	2018
A decentralized training algorithm for echo state networks in distributed big data applications S Scardapane, D Wang, M Panella Neural Networks 78, 65-74, 2016	121	2016
Fairdrop: Biased edge dropout for enhancing fairness in graph representation learning I Spinelli, S Scardapane, A Hussain, A Uncini IEEE Transactions on Artificial Intelligence 3 (3), 344-354, 2021	119	2021
Prediction of telephone calls load using echo state network with exogenous variables FM Bianchi, S Scardapane, A Uncini, A Rizzi, A Sadeghian Neural Networks 71, 204-213, 2015	105	2015
Kafnets: Kernel-based non-parametric activation functions for neural networks S Scardapane, S Van Vaerenbergh, S Totaro, A Uncini Neural Networks 110, 19-32, 2019	103	2019
Adaptive propagation graph convolutional network I Spinelli, S Scardapane, A Uncini IEEE Transactions on Neural Networks and Learning Systems 32 (10), 4755-4760, 2020	101	2020
Deep randomized neural networks C Gallicchio, S Scardapane Recent Trends in Learning From Data: Tutorials from the INNS Big Data and …, 2020	89	2020
Quaternion convolutional neural networks for detection and localization of 3D sound events D Comminiello, M Lella, S Scardapane, A Uncini ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019	75	2019
Distributed semi-supervised support vector machines S Scardapane, R Fierimonte, P Di Lorenzo, M Panella, A Uncini Neural Networks 80, 43-52, 2016	67	2016
Efficient continual learning in neural networks with embedding regularization J Pomponi, S Scardapane, V Lomonaco, A Uncini Neurocomputing 397, 139-148, 2020	63	2020
Fully decentralized semi-supervised learning via privacy-preserving matrix completion R Fierimonte, S Scardapane, A Uncini, M Panella IEEE Transactions on Neural Networks and Learning Systems, 2016	55	2016

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