10 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre Inria de l'Université de LilleFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Département d'InformatiqueFR1 paper
- École Normale Supérieure - PSLFR1 paper
- École PolytechniqueFR1 paper
- Frantsevich Institute for Problems in Materials ScienceUA1 paper
- Institute of PhysicsPL1 paper
- Institut national de recherche en sciences et technologies du numériqueFR1 paper
- Laboratoire de Mathématiques Blaise PascalFR1 paper
- Laboratoire de Mathématiques d'OrsayFR1 paper
- Laboratoire Traitement et Communication de l’InformationFR1 paper
- LamsadeFR1 paper
Showing 2026Show all
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cs.CR2026
Accurate, private, secure, federated U-statistics with higher degree
Quentin Sinh, Jan Ramon
We study the problem of computing a U-statistic with a kernel function f of degree k 2, i.e., the average of some function f over all k-tuples of instances, in a federated le…
cs.LG2026
Adaptive Personalized Federated Learning via Multi-task Averaging of Kernel Mean Embeddings
Jean-Baptiste Fermanian, Batiste Le Bars, Aurélien Bellet
Personalized Federated Learning (PFL) enables a collection of agents to collaboratively learn individual models without sharing raw data. We propose a new PFL approach in which eac…