2 papers
stat.ML2026
Prediction-Intervention Games and Invariant Sets
Linus Kühne, Felix Schur, Jonas Peters
We consider the following two-player game: using observational data, the leader chooses a prediction function for a response variable from given covariates. The follower then r…
stat.ML2026
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…