Zobrazeno 1 - 10
of 112
pro vyhledávání: '"Giacomelli, Irene"'
We study the problem of privacy-preserving machine learning (PPML) for ensemble methods, focusing our effort on random forests. In collaborative analysis, PPML attempts to solve the conflict between the need for data sharing and privacy. This is espe
Externí odkaz:
http://arxiv.org/abs/1811.08695
Machine learning is being increasingly used by individuals, research institutions, and corporations. This has resulted in the surge of Machine Learning-as-a-Service (MLaaS) - cloud services that provide (a) tools and resources to learn the model, and
Externí odkaz:
http://arxiv.org/abs/1811.02054
Autor:
Scartoni, Daniele1, Giacomelli, Irene1, Pertile, Riccardo2, Vennarini, Sabina3, Feraco, Paola4, Picori, Lorena5, Annicchiarico, Luciano6, Sarubbo, Silvio6, Amelio, Dante1
Publikováno v:
Acta Oncologica. Sep2023, Vol. 62 Issue 9, p1096-1101. 6p. 2 Charts, 2 Graphs.
Akademický článek
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Machine learning algorithms, when applied to sensitive data, pose a distinct threat to privacy. A growing body of prior work demonstrates that models produced by these algorithms may leak specific private information in the training data to an attack
Externí odkaz:
http://arxiv.org/abs/1709.01604
Autor:
Ingrosso, Gianluca, Becherini, Carlotta, Lancia, Andrea, Caini, Saverio, Ost, Piet, Francolini, Giulio, Høyer, Morten, Bottero, Marta, Bossi, Alberto, Zilli, Thomas, Scartoni, Daniele, Livi, Lorenzo, Santoni, Riccardo, Giacomelli, Irene, Detti, Beatrice
Publikováno v:
In European Urology Oncology April 2020 3(2):183-197
Autor:
Giacomelli, Irene
In coding theory, Reed-Solomon codes are one of the most well-known and widely used classes of error-correcting codes. In this thesis we study and compare two major strategies known for their decoding procedure, the Peterson-Gorenstein-Zierler (PGZ)
Externí odkaz:
http://arxiv.org/abs/1310.2473
Autor:
Fracchiolla, Francesco, Dionisi, Francesco, Giacomelli, Irene, Hild, Sebastian, Esposito, Pier Giorgio, Lorentini, Stefano, Engwall, Erik, Amichetti, Maurizio, Schwarz, Marco
Publikováno v:
In Physica Medica January 2019 57:215-220
Autor:
Becherini, Carlotta, Lancia, Andrea, Detti, Beatrice, Lucidi, Sara, Scartoni, Daniele, Ingrosso, Gianluca, Carnevale, Maria Grazia, Roghi, Manuele, Bertini, Niccolò, Orsatti, Carolina, Mangoni, Monica, Francolini, Giulio, Marani, Simona, Giacomelli, Irene, Loi, Mauro, Pergolizzi, Stefano, Bonzano, Elisabetta, Aristei, Cynthia, Livi, Lorenzo
Publikováno v:
Strahlentherapie und Onkologie; Dec2023, Vol. 199 Issue 12, p1173-1190, 18p
Akademický článek
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