2 papers
stat.ME2026
Variable Importance in Generalized Linear Models -- A Unifying View Using Shapley Values
Sinan Acemoglu, Christian Kleiber, Jörg Urban
Variable importance in regression analyses is of considerable interest in a variety of fields. There is no unique method for assessing variable importance. However, a substantial s…
cs.LG2024
Learning Locally Adaptive Metrics that Enhance Structural Representation with
Christian Kleiber, William H. Oliver, Tobias Buck
We present , a novel unsupervised machine learning pipeline designed to enhance the representation of structure within data via producing a more-informative dista…