2 papers
math.ST2023
Distributional Robustness and Transfer Learning Through Empirical Bayes
Michael Law, Peter Bühlmann, Ya'acov Ritov
We consider the problem of statistical inference on parameters of a target population when auxiliary observations are available from related populations. We propose a flexible empi…
stat.ME2023
Invariant Probabilistic Prediction
Alexander Henzi, Xinwei Shen, Michael Law +1
In recent years, there has been a growing interest in statistical methods that exhibit robust performance under distribution changes between training and test data. While most of t…