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researcher

F. E. Castellon

2 papers hereh-index 269 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedDataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2024★ 1 cited

Dataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation

Eduardo Fernandes Montesuma, Fabiola Espinoza Castellon, Fred Ngolè Mboula +3

Multi-Source Domain Adaptation (MSDA) is a challenging scenario where multiple related and heterogeneous source datasets must be adapted to an unlabeled target dataset. Conventiona…

cs.LG2022

Federated learning with incremental clustering for heterogeneous data

Fabiola Espinoza Castellon, Aurelien Mayoue, Jacques-Henri Sublemontier +1

Federated learning enables different parties to collaboratively build a global model under the orchestration of a server while keeping the training data on clients' devices. Howeve…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.