default search action

combined dblp search
author search
venue search
publication search

ask others

Markus Loecher

> Home > Persons

Person information

Refine list

refinements active!

zoomed in on ?? of ?? records

view refined list in

export refined list as

showing all ?? records

2020 – today

see FAQ

What is the meaning of the colors in the publication lists?

2025
[j2]
- view
  authority control:
- export record
  dblp key:
  - journals/isci/PfeiferGLH25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/isci/PfeiferGLH25
Bastian Pfeifer, Arne Gevaert, Markus Loecher, Andreas Holzinger:
Tree smoothing: Post-hoc regularization of tree ensembles for interpretable machine learning. Inf. Sci. 690: 121564 (2025)
2022
[c3]
- view
  authority control:
- export record
  dblp key:
  - conf/cdmake/LoecherLQ22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cdmake/LoecherLQ22
Markus Loecher, Dingyi Lai, Wu Qi:
Approximation of SHAP Values for Randomized Tree Ensembles. CD-MAKE 2022: 19-30
[c2]
- view
  authority control:
- export record
  dblp key:
  - conf/cdmake/Loecher22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/cdmake/Loecher22
Markus Loecher:
Debiasing MDI Feature Importance and SHAP Values in Tree Ensembles. CD-MAKE 2022: 114-129
[c1]
- view
  authority control:
- export record
  dblp key:
  - conf/pkdd/BaudeuWL22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/pkdd/BaudeuWL22
Raphael Baudeu, Marvin N. Wright, Markus Loecher:
Are SHAP Values Biased Towards High-Entropy Features? PKDD/ECML Workshops (1) 2022: 418-433
2021
[j1]
- view
  - electronic edition via DOI (open access)
  - references & citations
  authority control:
- export record
  dblp key:
  - journals/frai/Loecher21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/frai/Loecher21
Markus Loecher:
The Perils of Misspecified Priors and Optional Stopping in Multi-Armed Bandits. Frontiers Artif. Intell. 4: 715690 (2021)
[i3]
- view
  - electronic edition @ arxiv.org (open access)
  - references & citations
- export record
  dblp key:
  - journals/corr/abs-2108-06201
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2108-06201
Markus Loecher, Qi Wu:
Data-driven advice for interpreting local and global model predictions in bioinformatics problems. CoRR abs/2108.06201 (2021)
2020
[i2]
- view
  - electronic edition @ arxiv.org (open access)
  - references & citations
- export record
  dblp key:
  - journals/corr/abs-2003-02106
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2003-02106
Markus Loecher:
Unbiased variable importance for random forests. CoRR abs/2003.02106 (2020)
[i1]
- view
  - electronic edition @ arxiv.org (open access)
  - references & citations
- export record
  dblp key:
  - journals/corr/abs-2003-12043
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2003-12043
Markus Loecher:
From unbiased MDI Feature Importance to Explainable AI for Trees. CoRR abs/2003.12043 (2020)

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.