Christoph Molnar
发表
Quantifying Interpretability of Arbitrary Machine Learning Models Through Functional Decomposition
pdf
Bernd Bischl,
Giuseppe Casalicchio,
Christoph Molnar,
2019,
ArXiv.
Sampling, Intervention, Prediction, Aggregation: A Generalized Framework for Model Agnostic Interpretations
pdf
Bernd Bischl,
Giuseppe Casalicchio,
Christoph Molnar,
2019,
PKDD/ECML Workshops.
Christoph Molnar,
Christoph Molnar,
2020
.
Bernd Bischl,
Christoph Molnar,
Gunnar König,
2020,
2020 25th International Conference on Pattern Recognition (ICPR).
Bernd Bischl,
Giuseppe Casalicchio,
Christoph Molnar,
2020,
PKDD/ECML Workshops.
Bernd Bischl,
Giuseppe Casalicchio,
Christoph Molnar,
2018,
J. Open Source Softw..
Bernd Bischl,
Martin Binder,
Christoph Molnar,
2020,
PPSN.
Bernd Bischl,
Giuseppe Casalicchio,
Christoph Molnar,
2020,
ArXiv.
Bernd Bischl,
Giuseppe Casalicchio,
Christoph Molnar,
2019,
PKDD/ECML Workshops.
Model-agnostic Feature Importance and Effects with Dependent Features - A Conditional Subgroup Approach
pdf
Bernd Bischl,
Giuseppe Casalicchio,
Christoph Molnar,
2020,
ArXiv.
Bernd Bischl,
Giuseppe Casalicchio,
Christoph Molnar,
2018,
ECML/PKDD.
Bernd Bischl,
Moritz Grosse-Wentrup,
Christoph Molnar,
2021,
2020 25th International Conference on Pattern Recognition (ICPR).
Relating the Partial Dependence Plot and Permutation Feature Importance to the Data Generating Process
pdf
Bernd Bischl,
Marvin N. Wright,
Christoph Molnar,
2021,
ArXiv.
Christoph Molnar,
Christian Heumann,
Christian A. Scholbeck,
2022,
ArXiv.
Christoph Molnar,
Paul W. Thurner,
Helmut Küchenhoff,
2016
.
Bernd Bischl,
Moritz Grosse-Wentrup,
Giuseppe Casalicchio,
2020,
xxAI@ICML.