Distributional anchor regression
Work
Year: 2022
Type: article
Abstract: Prediction models often fail if train and test data do not stem from the same distribution. Out-of-distribution (OOD) generalization to unseen, perturbed test data is a desirable but difficult-to-achi... more
Source: Statistics and Computing
Authors Lucas Kook, Beate Sick, Peter Bühlmann
Institutions University of Zurich, ETH Zurich
Cites: 53
Cited by: 4
Related to: 10
FWCI: 0.69
Citation percentile (by year/subfield): 82.23
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Sustainable Development Goals Peace, justice, and strong institutions, Reduced inequalities
Open Access status: hybrid
APC paid (est): $2,690
Grant IDS FreeNovation 2019, 786461