Christoph Molnar
Christoph Molnar
Dirección de correo verificada de stat.uni-muenchen.de - Página principal
Título
Citado por
Citado por
Año
Interpretable Machine Learning - A Guide for Making Black Box Models Explainable
C Molnar
https://christophm.github.io/interpretable-ml-book/, 2018
1442*2018
TNF blockers inhibit spinal radiographic progression in ankylosing spondylitis by reducing disease activity: results from the Swiss Clinical Quality Management cohort
C Molnar, A Scherer, X Baraliakos, M de Hooge, R Micheroli, P Exer, ...
Annals of the rheumatic diseases 77 (1), 63-69, 2018
1702018
iml: An R package for Interpretable Machine Learning
C Molnar, G Casalicchio, B Bischl
Journal of Open Source Software 3, 786, 2018
1202018
Visualizing the feature importance for black box models
G Casalicchio, C Molnar, B Bischl
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
552018
Interpretable Machine Learning - A Brief History, State-of-the-Art and Challenges
C Molnar, G Casalicchio, B Bischl
arXiv preprint arXiv:2010.09337, 2020
312020
Estimation of voter transitions based on ecological inference: an empirical assessment of different approaches
A Klima, PW Thurner, C Molnar, T Schlesinger, H Küchenhoff
AStA Advances in Statistical Analysis 100 (2), 133-159, 2016
262016
Errors in palliative care: Kinds, causes, and consequences: A pilot survey of experiences and attitudes of palliative care professionals
I Dietz, GD Borasio, C Molnar, C Müller-Busch, A Plog, G Schneider, ...
Journal of palliative medicine 16 (1), 74-81, 2013
262013
Quantifying Model Complexity via Functional Decomposition for Better Post-Hoc Interpretability
C Molnar, G Casalicchio, B Bischl
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
25*2019
Multi-objective counterfactual explanations
S Dandl, C Molnar, M Binder, B Bischl
Bäck T. et al. (eds) Parallel Problem Solving from Nature – PPSN XVI. PPSN …, 2020
242020
Pitfalls to Avoid when Interpreting Machine Learning Models
C Molnar, G König, J Herbinger, T Freiesleben, S Dandl, CA Scholbeck, ...
ICML workshop XXAI: Extending Explainable AI Beyond Deep Models and Classifiers, 2020
112020
Sampling, intervention, prediction, aggregation: A generalized framework for model-agnostic interpretations
CA Scholbeck, C Molnar, C Heumann, B Bischl, G Casalicchio
arXiv preprint arXiv:1904.03959, 2019
112019
Model-agnostic Feature Importance and Effects with Dependent Features--A Conditional Subgroup Approach
C Molnar, G König, B Bischl, G Casalicchio
arXiv preprint arXiv:2006.04628, 2020
102020
Recursive partitioning by conditional inference
C Molnar
Department of Statistics, University of Munich: Munich, Germany, 2013
82013
Relative Feature Importance
G König, C Molnar, B Bischl, M Grosse-Wentrup
2020 25th International Conference on Pattern Recognition (ICPR), 9318--9325, 2021
32021
Lower spinal radiographic progression in female versus male patients with axial spondyloarthritis: data from the SCQM cohort
M Hebeisen, C Molnar, A Scherer, MJ Nissen, P Zufferey, G Tamborrini, ...
SWISS MEDICAL WEEKLY 148, 13S-13S, 2018
2018
Minimal spinal radiographic progression over 2 years in longstanding nonradiographic axial spondyloarthritis in comparison to ankylosing spondylitis: SCQM data
M Hebeisen, C Molnar, A Scherer, MJ Nissen, P Zufferey, G Tamborrini, ...
SWISS MEDICAL WEEKLY 148, 2S-2S, 2018
2018
Clinical course of axial spondyloarthritis in patients not treated with tumor necrosis factor inhibitors: a 4 year prospective follow-up of the SCQM cohort
A Ciurea, C Molnar, R Micheroli, LM Wildi, G Tamborrini, P Exer, B Weiss, ...
SWISS MEDICAL WEEKLY 147, 7S-8S, 2017
2017
TNF blockers inhibit spinal radiographic progression in ankylosing spondylitis by reducing disease activity: results from the Swiss Clinical Quality Management (SCQM) cohort
A Ciurea, C Molnar, X Baraliakos, M de Hooge, R Micheroli, P Exer, ...
SWISS MEDICAL WEEKLY 147, 3S-3S, 2017
2017
OP0189 Tumor necrosis factor inhibitor treatment reduces spinal radiographic progression in ankylosing spondylitis by decreasing disease activity: a longitudinal analysis in a …
C Molnar, A Scherer, X Baraliakos, M de Hooge, R Micheroli, P Exer, ...
Annals of the Rheumatic Diseases 76 (Suppl 2), 130-130, 2017
2017
Ökologische Inferenz
A Klima, PW Thurner, C Molnar, T Schlesinger, H Küchenhoff
Exit Polls und Hybrid-Modelle, 127-154, 2017
2017
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20