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Delehouzee Mathis

Université de Mons - UMONS > Faculté Polytechnique > Service Informatique, Logiciel et Intelligence artificielle

Université de Mons - UMONS > Administration > Service du Premier Vice-Recteur

ORCID
0009-0007-1635-7070
Main Referenced Co-authors
MAHMOUDI, Saïd  (2)
BENJELLOUN, Mohammed  (1)
Leandro Collier (1)
Lessage, Xavier  (1)
Michaël Rotulo (1)
Main Referenced Keywords
Aggregation Algorithms (1); breast cancer · masses · micro-calcifications · detection · federated learning · homomorphic encryption · knowledge distillation · inverse distillation. (1); Federated Learning (1); Machine Learning (1); Non-IID Data (1);
Main Referenced Disciplines
Computer science (2)

Publications (total 2)

The most downloaded
113 downloads
Delehouzee, M., Xavier Lessage, & Mahmoudi, S. (2024). Evaluation of Federated Learning Aggregation Algorithms [Paper presentation]. IEEE Fourth international conference on EMbedded & Distributed Systems, EDiS' 2024, Oran, Algeria. https://hdl.handle.net/20.500.12907/50504

Lessage, X., Mahmoudi, S., Delehouzee, M., Vansnick, T., Benjelloun, M., Leandro Collier, & Michaël Rotulo. (23 April 2025). Secure Federated Learning: model compression and Inverse Distillation [Paper presentation]. International Conference in Optimization and Learning (OLA2025, Dubaï, United Arab Emirates.

Delehouzee, M., Xavier Lessage, & Mahmoudi, S. (2024). Evaluation of Federated Learning Aggregation Algorithms [Paper presentation]. IEEE Fourth international conference on EMbedded & Distributed Systems, EDiS' 2024, Oran, Algeria.

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