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stat.ML2025
Maximum Risk Minimization with Random Forests
Francesco Freni, Anya Fries, Linus Kühne +2
We consider a regression setting where observations are collected in different environments modeled by different data distributions. The field of out-of-distribution (OOD) generali…
cs.LG2025
Transferring Causal Effects using Proxies
Manuel Iglesias-Alonso, Felix Schur, Julius von Kügelgen +1
We consider the problem of estimating a causal effect in a multi-domain setting. The causal effect of interest is confounded by an unobserved confounder and can change between the…