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Francesco Tudisco
Francesco Tudisco
The University of Edinburgh
Geverifieerd e-mailadres voor ed.ac.uk - Homepage
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Jaar
Node and edge nonlinear eigenvector centrality for hypergraphs
F Tudisco, DJ Higham
Communications Physics 4 (1), 201, 2021
872021
Node and layer eigenvector centralities for multiplex networks
F Tudisco, F Arrigo, A Gautier
SIAM Journal on Applied Mathematics 78 (2), 853-876, 2018
762018
Clustering signed networks with the geometric mean of Laplacians
P Mercado, F Tudisco, M Hein
Advances in Neural Information Processing Systems 29 (NeurIPS) 29, 2016
582016
A nonlinear spectral method for core-periphery detection in networks
F Tudisco, DJ Higham
SIAM Journal on Mathematics of Data Science 1 (2), 269-292, 2019
542019
A nodal domain theorem and a higher-order Cheeger inequality for the graph p-Laplacian
F Tudisco, M Hein
EMS Journal of Spectral Theory 8, 883-908, 2018
542018
Spectral Clustering of Signed Graphs via Matrix Power Means
P Mercado, F Tudisco, M Hein
International Conference on Machine Learning (ICML), 4526--4536, 2019
532019
The Perron-Frobenius theorem for multihomogeneous mappings
A Gautier, F Tudisco, M Hein
SIAM Journal on Matrix Analysis and Applications 40 (3), 1179-1205, 2019
45*2019
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
S Schotthöfer, E Zangrando, J Kusch, G Ceruti, F Tudisco
Advances in Neural Information Processing Systems 35, 20051-20063, 2022
422022
Nonlinear feature diffusion on hypergraphs
K Prokopchik, AR Benson, F Tudisco
International Conference on Machine Learning, 17945-17958, 2022
41*2022
A unifying Perron-Frobenius theorem for nonnegative tensors via multihomogeneous maps
A Gautier, F Tudisco, M Hein
SIAM Journal on Matrix Analysis and Applications 40 (3), 1206-1231, 2019
402019
The power mean Laplacian for multilayer graph clustering
P Mercado, A Gautier, F Tudisco, M Hein
Proceedings of the Twenty-First International Conference on Artificial …, 2018
392018
Nonlinear higher-order label spreading
F Tudisco, AR Benson, K Prokopchik
Proceedings of the Web Conference 2021, 2402-2413, 2021
362021
An algebraic analysis of the graph modularity
D Fasino, F Tudisco
SIAM Journal on Matrix Analysis and Applications 35 (3), 997-1018, 2014
322014
An efficient multilinear optimization framework for hypergraph matching
Q Nguyen, F Tudisco, A Gautier, M Hein
IEEE transactions on pattern analysis and machine intelligence 39 (6), 1054-1075, 2016
302016
Extrapolation methods for fixed‐point multilinear PageRank computations
S Cipolla, M Redivo‐Zaglia, F Tudisco
Numerical Linear Algebra with Applications 27 (2), e2280, 2020
292020
Core-periphery detection in hypergraphs
F Tudisco, DJ Higham
SIAM Journal on Mathematics of Data Science, 2023
262023
Ergodicity coefficients for higher-order stochastic processes
D Fasino, F Tudisco
SIAM Journal on Mathematics of Data Science 2, 740--769, 2020
25*2020
A modularity based spectral method for simultaneous community and anti-community detection
D Fasino, F Tudisco
Linear Algebra and its Applications, 2018, 2017
252017
Shifted and extrapolated power methods for tensor -eigenpairs
S Cipolla, M Redivo-Zaglia, F Tudisco
Electronic Transactions on Numerical Analysis 53, 1--27, 2020
242020
Community detection in networks via nonlinear modularity eigenvectors
F Tudisco, P Mercado, M Hein
SIAM Journal on Applied Mathematics 78 (5), 2393-2419, 2018
242018
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Artikelen 1–20