Search Results - Open Polar - "learning communities"

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Improving interpretation of sea-level projections through a machine-learning-based local explanation approach

by Rohmer, Jérémy, Thiéblemont, Rémi, Le Cozannet, Gonéri, Goelzer, Heiko, Durand, Gael
Published in The Cryosphere (2022)
“... developed in the machine learning community known as "SHAP" (SHapley Additive exPlanations). We apply our...”

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2

Deep learning based physical-statistics modeling of ocean dynamics

by Déchelle-Marquet, Marie
Published 2023
“... largely under-addressed by the deep learning community.In this thesis, we address both challenges: we...”

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Doctoral or Postdoctoral Thesis