Search Results for author: Rune Christiansen

Found 1 papers, 1 papers with code

A causal framework for distribution generalization

1 code implementation12 Jun 2020 Rune Christiansen, Niklas Pfister, Martin Emil Jakobsen, Nicola Gnecco, Jonas Peters

We introduce the formal framework of distribution generalization that allows us to analyze the above problem in partially observed nonlinear models for both direct interventions on $X$ and interventions that occur indirectly via exogenous variables $A$.

Methodology Primary 62Gxx, secondary 62G35, 62G08, 62D20

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