8 citations · 8 across the 3 of their papers we have counts for
3 papers
stat.ML2025
Provable Recovery of Locally Important Signed Features and Interactions from Random Forest
Kata Vuk, Nicolas Alexander Ihlo, Merle Behr
Feature and Interaction Importance (FII) methods are essential in supervised learning for assessing the relevance of input variables and their interactions in complex prediction mo…
math.ST2023
Power of Weighted Test Statistics for Structural Change in Time Series
Herold Dehling, Kata Vuk, Martin Wendler
We investigate the power of some common change-point tests as a function of the location of the change-point. The test statistics are maxima of weighted U-statistics, with the CUSU…
math.ST2020★ 8 cited
Change-point detection based on weighted two-sample U-statistics
Herold Dehling, Kata Vuk, Martin Wendler
We investigate the large-sample behavior of change-point tests based on weighted two-sample U-statistics, in the case of short-range dependent data. Under some mild mixing conditio…