52 citations
- Université Ibn-TofailMA57 papers
- Alexandru Ioan Cuza UniversityRO55 papers
- Ankara UniversityTR55 papers
- Aristotle University of ThessalonikiGR55 papers
- Boğaziçi UniversityTR55 papers
- Brandeis UniversityUS55 papers
- Brookhaven National LaboratoryUS55 papers
- California State University SystemUS55 papers
- Carleton UniversityCA55 papers
- Centro Nacional de MicroelectrónicaES55 papers
- Chinese University of Hong KongHK55 papers
- Czech Technical University in PragueCZ55 papers
Showing cs.LGShow all
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cs.LG2026
On Gossip Algorithms for Machine Learning with Pairwise Objectives
Igor Colin, Aurélien Bellet, Stephan Clémençon +1
In the IoT era, information is more and more frequently picked up by connected smart sensors with increasing, though limited, storage, communication and computation abilities. Whet…
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…