Riccardo Taiello

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Learning Capabilities

Privacy Preserving

Digital X Ray Images

Vertically Partitioned Data

Top Venues

Medical Image Anal.

IACR Cryptol. ePrint Arch.

Publications

Riccardo Taiello, Melek Önen, Francesco Capano, Olivier Humbert, Marco Lorenzi
Privacy preserving image registration. Medical Image Anal. 94 (2024)
Riccardo Taiello, Melek Önen, Clémentine Gritti, Marco Lorenzi
Let Them Drop: Scalable and Efficient Federated Learning Solutions Agnostic to Stragglers. ARES (2024)
Riccardo Taiello, Melek Önen, Clémentine Gritti, Marco Lorenzi
Let Them Drop: Scalable and Efficient Federated Learning Solutions Agnostic to Client Stragglers. IACR Cryptol. ePrint Arch. 2024 (2024)
Francesco Cremonesi, Marc Vesin, Sergen Cansiz, Yannick Bouillard, Irene Balelli, Lucia Innocenti, Santiago S. Silva R., Samy-Safwan Ayed, Riccardo Taiello, Laetitia Kameni, Richard Vidal, Fanny Orlhac, Christophe Nioche, Nathan Lapel, Bastien Houis, Romain Modzelewski, Olivier Humbert, Melek Önen, Marco Lorenzi
Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications. CoRR (2023)
Danilo Avola, Andrea Bacciu, Luigi Cinque, Alessio Fagioli, Marco Raoul Marini, Riccardo Taiello
Study on transfer learning capabilities for pneumonia classification in chest-x-rays images. Comput. Methods Programs Biomed. 221 (2022)
Riccardo Taiello, Melek Önen, Olivier Humbert, Marco Lorenzi
Privacy Preserving Image Registration. MICCAI (6) (2022)
Riccardo Taiello, Melek Önen, Olivier Humbert, Marco Lorenzi
Privacy Preserving Image Registration. CoRR (2022)
Danilo Avola, Andrea Bacciu, Luigi Cinque, Alessio Fagioli, Marco Raoul Marini, Riccardo Taiello
Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image. CoRR (2021)