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IBM (Brazil)

Brazil

1 paper here15 citations across 1
fields
  • cs.LG1
ROR 05thm6q88OpenAlex

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most citedWasserstein Barycenter Model Ensembling

15 citations

researchers with a paper here
  • Cícero Nogueira dos Santos1
  • Igor Melnyk1
  • Jerret Ross1
  • Pierre Dognin1
  • Tom Sercu1
  • Youssef Mroueh1
collaborating institutions
  • IBM (United States)US1 paper

1 paper

cs.LG2019★ 15 cited

Wasserstein Barycenter Model Ensembling

Pierre Dognin, Igor Melnyk, Youssef Mroueh +3

In this paper we propose to perform model ensembling in a multiclass or a multilabel learning setting using Wasserstein (W.) barycenters. Optimal transport metrics, such as the Was…

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