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Alexandre Benoit

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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73

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Scholarly Papers (2)

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1.

From Heterogeneous Data to Convergence: A Data-Centric Review of Federated Learning

Number of pages: 64 Posted: 03 Dec 2025 Last Revised: 09 Jun 2026
Huong Nguyen, Mickaël Bettinelli, Amirhossein Ghaffari, Alexandre Benoit, Tri Hong Nguyen, Susanna Pirttikangas and Lauri Lovén
University of Oulu, affiliation not provided to SSRN, University of Oulu, affiliation not provided to SSRN, Aalto University, University of Oulu and University of Oulu
Downloads 51 (1,086,013)

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Federated Learning, distributed learning, data heterogeneity, data partitioning, data security, model convergence

2.

Unsupervised Domain Adaptation for Multitask Image Analysis in Realistic Context with Extreme Label Shift; Application to the CTAO first Large Sized Telescope

Number of pages: 36 Posted: 29 Apr 2026
Michael Dell'aiera, Thomas Vuillaume and Alexandre Benoit
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 22 (1,470,786)

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