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Roberto Esposito
Roberto Esposito
Researcher in Computer Science, Università di Torino
Email verificata su unito.it - Home page
Titolo
Citata da
Citata da
Anno
Wisdom of crowds for robust gene network inference
D Marbach, JC Costello, R Küffner, NM Vega, RJ Prill, DM Camacho, ...
Nature methods 9 (8), 796-804, 2012
18362012
Machine learning-based prediction of adverse events following an acute coronary syndrome (PRAISE): a modelling study of pooled datasets
F D'Ascenzo, O De Filippo, G Gallone, G Mittone, MA Deriu, ...
The Lancet 397 (10270), 199-207, 2021
2302021
NeuNAC: A novel fragile watermarking algorithm for integrity protection of neural networks
M Botta, D Cavagnino, R Esposito
Information Sciences 576, 228-241, 2021
402021
Monte Carlo theory as an explanation of bagging and boosting
R Esposito, L Saitta
IJCAI 3, 499-504, 2003
392003
Integrating web conceptual modeling and web usage mining
R Meo, PL Lanzi, M Matera, R Esposito
Advances in Web Mining and Web Usage Analysis: 6th International Workshop on …, 2006
372006
BREVE: an HMPerceptron-based chord recognition system
DP Radicioni, R Esposito
Advances in Music Information Retrieval, 143-164, 2010
312010
The Block Relevance (BR) analysis supports the dominating effect of solutes hydrogen bond acidity on Δlog Poct–tol
G Ermondi, A Visconti, R Esposito, G Caron
European Journal of Pharmaceutical Sciences 53, 50-54, 2014
282014
Machine learning for cardiology
Y Arfat, G Mittone, R Esposito, B Cantalupo, GM De Ferrari, M Aldinucci
Minerva cardiology and angiology 70 (1), 1-75, 2021
232021
Boosting the federation: Cross-silo federated learning without gradient descent
M Polato, R Esposito, M Aldinucci
2022 International Joint Conference on Neural Networks (IJCNN), 1-10, 2022
202022
CarpeDiem: Optimizing the Viterbi Algorithm and Applications to Supervised Sequential Learning.
R Esposito, DP Radicioni
Journal of Machine Learning Research 10 (8), 2009
162009
A Monte Carlo analysis of ensemble classification
R Esposito, L Saitta
Proceedings of the twenty-first International Conference on Machine Learning, 34, 2004
162004
Benchmarking fedavg and fedcurv for image classification tasks
B Casella, R Esposito, C Cavazzoni, M Aldinucci
arXiv preprint arXiv:2303.17942, 2023
132023
Fair pairwise learning to rank
M Cerrato, M Köppel, A Segner, R Esposito, S Kramer
2020 IEEE 7th International Conference on Data Science and Advanced …, 2020
132020
Experimenting with emerging RISC-V systems for decentralised machine learning
G Mittone, N Tonci, R Birke, I Colonnelli, D Medić, A Bartolini, R Esposito, ...
Proceedings of the 20th ACM International Conference on Computing Frontiers …, 2023
122023
HPC application cloudification: The StreamFlow toolkit
I Colonnelli, B Cantalupo, R Esposito, M Pennisi, C Spampinato, ...
12th Workshop on Parallel Programming and Run-Time Management Techniques for …, 2021
122021
FEV6 assessment in spirometric abnormalities screening: the first population-based study in Italian pharmacies
P Solidoro, F Braido, F Baratta, D Bagnasco, R Esposito, M Aggeri, ...
Panminerva Med 55 (1), 87-92, 2013
122013
Federated Learning meets HPC and cloud
I Colonnelli, B Casella, G Mittone, Y Arfat, B Cantalupo, R Esposito, ...
ML4Astro International Conference, 193-199, 2022
112022
The Italian research on HPC key technologies across EuroHPC
M Aldinucci, G Agosta, A Andreini, CA Ardagna, A Bartolini, A Cilardo, ...
Proceedings of the 18th ACM international conference on computing frontiers …, 2021
112021
ESA☆: A generic framework for semi-supervised inductive learning
S Yang, D Ienco, R Esposito, RG Pensa
Neurocomputing 447, 102-117, 2021
102021
Carpediem: an algorithm for the fast evaluation of SSL classifiers
R Esposito, DP Radicioni
Proceedings of the 24th international conference on Machine learning, 257-264, 2007
102007
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–20