Francesco Tudisco

Associate Professor (Reader) in Machine Learning

School of Mathematics, The University of Edinburgh
The Maxwell Institute for Mathematical Sciences
School of Mathematics, Gran Sasso Science Institute JCMB, King’s Buildings, Edinburgh EH93FD UK
email: f dot tudisco at ed.ac.uk

Preprints

Pietro Sittoni, Francesco Tudisco
arxiv
Nicola Guglielmi, Arturo De Marinis, Anton Savostianov, Francesco Tudisco
arxiv
Emanuele Zangrando, Piero Deidda, Simone Brugiapaglia, Nicola Guglielmi, Francesco Tudisco
arxiv
Leonie Neuhäuser, Michael Scholkemper, Francesco Tudisco, Michael T. Schaub
arxiv
Emanuele Zangrando, Steffen Schotthöfer, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco
arxiv
Francesco Tudisco, Dong Zhang
arxiv
Parikshit Upadhyaya, Elias Jarlebring, Francesco Tudisco
arxiv

2024

Sara Venturini, Satyaki Sikdar, Francesco Rinaldi, Francesco Tudisco, Santo Fortunato
Scientific Reports, Vol 14, pp 1258, 2024
doi arxiv code
Stefano Massei, Francesco Tudisco
ESAIM: Mathematical Modelling and Numerical Analysis, 2024
doi arxiv code

2023

Dayana Savostianova, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco
Advances in Neural Information Processing Systems (NeurIPS), 2023
arxiv code
Antoine Gautier, Francesco Tudisco, Matthias Hein
SIAM Review (SIGEST paper), Vol 65, pp 495--536, 2023
doi
Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
EURO Journal on Computational Optimization, 2023
arxiv doi code
Nicola Guglielmi, Anton Savostianov, Francesco Tudisco
Journal of Scientific Computing, Vol 97, 2023
arxiv doi code
Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
In: International Conference on Machine Learning (ICML), 2023
arxiv doi code
Francesco Tudisco, Desmond J. Higham
SIAM Journal on Mathematics of Data Science, Vol 5, 2023
doi arxiv code
Piero Deidda, Mario Putti, Francesco Tudisco
Applied and Computational Harmonic Analysis, Vol 64, pp 1--32, 2023
arxiv doi

2022

Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco
Advances in Neural Information Processing Systems (NeurIPS), 2022
arxiv doi code
Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
Journal of Complex Networks, 2022
arxiv doi code
Catherine F. Higham, Desmond J. Higham, Francesco Tudisco
In: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2022
arxiv doi
Dario Fasino, Arianna Tonetto, Francesco Tudisco
European Journal of Applied Mathematics, Vol 34, pp 642--666, 2022
arxiv doi
Konstantin Prokopchik, Austin R. Benson, Francesco Tudisco
In: International Conference of Machine Learning (ICML), 2022
arxiv doi code

2021

Francesco Tudisco, Desmond J. Higham
Communications Physics, Vol 4:201, 2021
doi-open arxiv code
Francesco Tudisco, Austin R. Benson, Konstantin Prokopchik
In: Proceedings of The Web Conference, pp 2402--2413, 2021
doi arxiv code
Antoine Gautier, Matthias Hein, Francesco Tudisco
Journal of Scientific Computing, Vol 88, pp 21, 2021
doi-open arxiv
Stefano Cipolla, Fabio Durastante, Francesco Tudisco
ESAIM Mathematical Modelling and Numerical Analysis, Vol 55, pp 77--97, 2021
doi arxiv code

2020

Dario Fasino, Francesco Tudisco
SIAM J Mathematics of Data Science, Vol 2, pp 740--769, 2020
doi arxiv
Francesca Arrigo, Desmond J. Higham, Francesco Tudisco
Proceedings Royal Society A, Vol 476, pp 20190724, 2020
arxiv doi-open code
Dario Fasino, Arianna Tonetto, Francesco Tudisco
Networks, 2020
doi arxiv code
Stefano Cipolla, Michela Redivo-Zaglia, Francesco Tudisco
ETNA: Electronic Transactions on Numerical Analysis, Vol 53, pp 1--27, 2020
doi arxiv
Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
SIAM J Applied Mathematics, Vol 80, pp 1392--1419, 2020
doi arxiv code
Stefano Cipolla, Michela Redivo-Zaglia, Francesco Tudisco
Numerical Linear Algebra with Applications, Vol 27, pp e2280, 2020
doi arxiv

2019

Pedro Mercado, Francesco Tudisco, Matthias Hein
In: Advances in Neural Information Processing Systems (NeurIPS), 2019
doi arxiv poster code
Francesco Tudisco, Desmond J. Higham
Applied Network Science, Vol 4, pp 1--13, 2019
doi code
Pedro Mercado, Francesco Tudisco, Matthias Hein
In: International Conference on Machine Learning (ICML), pp 4526--4536, 2019
doi arxiv
Francesca Arrigo, Francesco Tudisco
In: SIAM International Conference on Data Mining, pp 369--377, 2019
doi arxiv code
Francesco Tudisco, Desmond J. Higham
SIAM J. Mathematics of Data Science, Vol 1, pp 269--292, 2019
doi arxiv code
Antoine Gautier, Francesco Tudisco
Nonlinearity (IOP and London Mathematical Society), Vol 32, pp 4713, 2019
doi arxiv
Antoine Gautier, Francesco Tudisco, Matthias Hein
SIAM J. Matrix Analysis Appl., Vol 40, pp 1206--1231, 2019
doi arxiv
Antoine Gautier, Francesco Tudisco, Matthias Hein
SIAM J. Matrix Analysis Appl., Vol 40, pp 1179--1205, 2019
doi arxiv

2018

Pedro Mercado, Antoine Gautier, Francesco Tudisco, Matthias Hein
In: International Conference on Artificial Intelligence and Statistics (AISTATS), Proc. Machine Learning Research, Vol 84, pp 1828--1838, 2018
doi arxiv code
Dario Fasino, Francesco Tudisco
Special Matrices, Vol 6, pp 110--121, 2018
doi
Francesco Tudisco, Francesca Arrigo, Antoine Gautier
SIAM J. Applied Mathematics, Vol 78, pp 853--876, 2018
doi arxiv code
Dario Fasino, Francesco Tudisco
Linear Algebra and its Applications, Vol 542, pp 605--623, 2018
doi arxiv
Stefano Pozza, Francesco Tudisco
SIAM J. Matrix Analysis Appl., Vol 39, pp 1521--1546, 2018
doi arxiv
Francesco Tudisco, Pedro Mercado, Matthias Hein
SIAM J. Applied Mathematics, Vol 78, pp 2393--2419, 2018
doi arxiv
Francesco Tudisco, Matthias Hein
EMS Journal of Spectral Theory, Vol 8, pp 883--908, 2018
doi arxiv

2017

Dario Fasino, Francesco Tudisco
Journal of Mathematical Inequalities, Vol 11, pp 701--714, 2017
doi arxiv
Stefano Cipolla, Carmine Di Fiore, Francesco Tudisco
Electronic Journal of Linear Algebra (ILAS), Vol 32, pp 254--272, 2017
doi
Quynh Nguyen, Francesco Tudisco, Antoine Gautier, Matthias Hein
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol 39, pp 1054--1075, 2017
doi arxiv

2016

Dario Fasino, Francesco Tudisco
Czechoslovak Mathematical Journal, Vol 66, pp 881--893, 2016
doi arxiv special issue
Dario Fasino, Francesco Tudisco
Linear Algebra and its Applications, Vol 502, pp 327--345, 2016
doi arxiv
Pedro Mercado, Francesco Tudisco, Matthias Hein
In: Advances in Neural Information Processing Systems 29 (NeurIPS), 2016
nips code
Carmine Di Fiore, Francesco Tudisco, Paolo Zellini
Linear Algebra and its Applications, Vol 496, pp 510--526, 2016
doi

2015

Francesco Tudisco
Special Matrices, Vol 3, pp 175--185, 2015
doi
Stefano Cipolla, Carmine Di Fiore, Francesco Tudisco, Paolo Zellini
Linear Algebra and its Applications, Vol 471, pp 544--568, 2015
doi
Francesco Tudisco, Valerio Cardinali, Carmine Di Fiore
Linear Algebra and its Applications, Vol 471, pp 449--468, 2015
doi arxiv

Older

An algebraic analysis of the graph modularity

Dario Fasino, Francesco Tudisco,
SIAM J. Matrix Analysis and Applications, 35 : 997--1018 (2014)
doi arxiv

Optimal Rank Matrix Algebras Preconditioners

Francesco Tudisco, Carmine Di Fiore, Eugene E. Tyrtyshnikov,
Linear Algebra and its Applications, 438 : 405--427 (2013)
doi arxiv

A preconditioning approach to the Pagerank computation

Francesco Tudisco, Carmine Di Fiore,
Linear Algebra and its Applications, 435 : 2222--2246 (2011)
doi

Keywords cloud