3 citations · 3 across the 2 of their papers we have counts for
2 papers
stat.ME2024
Out-of-distribution generalization under random, dense distributional shifts
Yujin Jeong, Dominik Rothenhäusler
Many existing approaches for estimating parameters in settings with distributional shifts operate under an invariance assumption. For example, under covariate shift, it is assumed…
stat.ME2021★ 3 cited
The -value: evaluating stability with respect to distributional shifts
Suyash Gupta, Dominik Rothenhäusler
Common statistical measures of uncertainty such as -values and confidence intervals quantify the uncertainty due to sampling, that is, the uncertainty due to not observing the f…