Distributed Continual Learning with CoCoA in High-dimensional Linear Regression

We consider estimation under scenarios where the signals of interest exhibit change of characteristics over time. In particular, we consider the continual learning problem where different tasks, e.g., data with different distributions, arrive sequentially and the aim is to perform well on the newly...

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Hauptverfasser:	Hellkvist, Martin, Özçelikkale, Ayça, Ahlén, Anders
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning
Online-Zugang:	Volltext bestellen
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