Invariant Models for Causal Transfer Learning

Mateo Rojas-Carulla; Bernhard Schoelkopf; Richard Turner; Jonas Peters

Invariant Models for Causal Transfer Learning

Mateo Rojas-Carulla, Bernhard Schoelkopf, Richard Turner, Jonas Peters

Department of Mathematical Sciences

20 Citations (Scopus)

9 Downloads (Pure)

Original language	English
Journal	Journal of Machine Learning Research
Volume	19
Issue number	1
Pages (from-to)	1-34
ISSN	1532-4435
Publication status	Published - 1 Sept 2018

Keywords

Transfer learning
Multi-task learning
Causality
Domain adaptation
Domain generalization

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Peters et alFinal published version, 1.03 MBLicence: CC BY

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title = "Invariant Models for Causal Transfer Learning",

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T1 - Invariant Models for Causal Transfer Learning

AU - Rojas-Carulla, Mateo

AU - Schoelkopf, Bernhard

AU - Turner, Richard

AU - Peters, Jonas

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KW - Transfer learning

KW - Multi-task learning

KW - Causality

KW - Domain adaptation

KW - Domain generalization

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JO - Journal of Machine Learning Research

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Invariant Models for Causal Transfer Learning

Keywords

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