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Markus Loecher
ORCID
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 7
Top Topics
Multi Armed Bandits
Regression Forests
Highly Correlated
Feature Importance
Top Venues
CoRR
CD-MAKE
Frontiers Artif. Intell.
PKDD/ECML Workshops (1)
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Publications
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Raphael Baudeu
,
Marvin N. Wright
,
Markus Loecher
Are SHAP Values Biased Towards High-Entropy Features?
PKDD/ECML Workshops (1)
(2022)
Markus Loecher
,
Dingyi Lai
,
Wu Qi
Approximation of SHAP Values for Randomized Tree Ensembles.
CD-MAKE
(2022)
Markus Loecher
Debiasing MDI Feature Importance and SHAP Values in Tree Ensembles.
CD-MAKE
(2022)
Markus Loecher
The Perils of Misspecified Priors and Optional Stopping in Multi-Armed Bandits.
Frontiers Artif. Intell.
4 (2021)
Markus Loecher
,
Qi Wu
Data-driven advice for interpreting local and global model predictions in bioinformatics problems.
CoRR
(2021)
Markus Loecher
From unbiased MDI Feature Importance to Explainable AI for Trees.
CoRR
(2020)
Markus Loecher
Unbiased variable importance for random forests.
CoRR
(2020)