Gated Domain Units for Multi-source Domain Generalization

The phenomenon of distribution shift (DS) occurs when a dataset at test time differs from the dataset at training time, which can significantly impair the performance of a machine learning model in practical settings due to a lack of knowledge about the data's distribution at test time. To addr...

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Bibliographische Detailangaben

Hauptverfasser:	Föll, Simon, Dubatovka, Alina, Ernst, Eugen, Chau, Siu Lun, Maritsch, Martin, Okanovic, Patrik, Thäter, Gudrun, Buhmann, Joachim M, Wortmann, Felix, Muandet, Krikamol
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning
Online-Zugang:	Volltext bestellen
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