Articles with public access mandates - Marvin N. WrightLearn more
Not available anywhere: 4
Statistical learning approaches in the genetic epidemiology of complex diseases
AL Boulesteix, MN Wright, S Hoffmann, IR König
Human genetics 139, 73-84, 2020
Mandates: German Research Foundation
Decomposition of 3-way arrays: a comparison of different PARAFAC algorithms
C Paulick, MN Wright, R Verleger, K Keller
Chemometrics and Intelligent Laboratory Systems 137, 97-109, 2014
Mandates: German Research Foundation
Are SHAP Values Biased Towards High-Entropy Features?
R Baudeu, MN Wright, M Loecher
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
Mandates: German Research Foundation
The Translational Machine: A novel machine‐learning approach to illuminate complex genetic architectures
KD Askland, D Strong, MN Wright, JH Moore
Genetic Epidemiology 45 (5), 485-536, 2021
Mandates: US National Institutes of Health, Swedish Research Council
Available somewhere: 21
Hyperparameters and tuning strategies for random forest
P Probst, MN Wright, AL Boulesteix
Wiley Interdisciplinary Reviews: data mining and knowledge discovery 9 (3 …, 2019
Mandates: German Research Foundation, Federal Ministry of Education and Research, Germany
The revival of the Gini importance?
S Nembrini, IR König, MN Wright
Bioinformatics 34 (21), 3711-3718, 2018
Mandates: US National Institutes of Health, German Research Foundation
Do little interactions get lost in dark random forests?
MN Wright, A Ziegler, IR König
BMC bioinformatics 17, 1-10, 2016
Mandates: German Research Foundation, Federal Ministry of Education and Research, Germany
On the use of Harrell’s C for clinical risk prediction via random survival forests
M Schmid, MN Wright, A Ziegler
Expert Systems with Applications 63, 450-459, 2016
Mandates: German Research Foundation
Relating the partial dependence plot and permutation feature importance to the data generating process
C Molnar, T Freiesleben, G König, J Herbinger, T Reisinger, ...
World Conference on Explainable Artificial Intelligence, 456-479, 2023
Mandates: German Research Foundation, Federal Ministry of Education and Research, Germany
Polygenic risk for obesity and its interaction with lifestyle and sociodemographic factors in European children and adolescents
A Hüls, MN Wright, LH Bogl, J Kaprio, L Lissner, D Molnár, LA Moreno, ...
International Journal of Obesity 45 (6), 1321-1330, 2021
Mandates: US National Institutes of Health, German Research Foundation
Testing conditional independence in supervised learning algorithms
DS Watson, MN Wright
Machine Learning, 1-23, 2021
Mandates: US Department of Defense, German Research Foundation
Splitting on categorical predictors in random forests
MN Wright, IR König
PeerJ 7, e6339, 2019
Mandates: US National Institutes of Health
Block forests: random forests for blocks of clinical and omics covariate data
R Hornung, MN Wright
BMC bioinformatics 20, 1-17, 2019
Mandates: German Research Foundation
Low-level mitochondrial heteroplasmy modulates DNA replication, glucose metabolism and lifespan in mice
M Hirose, P Schilf, Y Gupta, K Zarse, A Künstner, A Fähnrich, H Busch, ...
Scientific reports 8 (1), 5872, 2018
Mandates: Swiss National Science Foundation, German Research Foundation, European …
Preprocessing and quality control for whole-genome sequences from the Illumina HiSeq X platform
MN Wright, D Gola, A Ziegler
Statistical Human Genetics: Methods and Protocols, 629-647, 2017
Mandates: German Research Foundation
Unifying local and global model explanations by functional decomposition of low dimensional structures
M Hiabu, JT Meyer, MN Wright
International Conference on Artificial Intelligence and Statistics, 7040-7060, 2023
Mandates: German Research Foundation
Adversarial random forests for density estimation and generative modeling
DS Watson, K Blesch, J Kapar, MN Wright
International Conference on Artificial Intelligence and Statistics, 5357-5375, 2023
Mandates: German Research Foundation
A random forest approach for bounded outcome variables
L Weinhold, M Schmid, R Mitchell, KO Maloney, MN Wright, M Berger
Journal of Computational and Graphical Statistics 29 (3), 639-658, 2020
Mandates: German Research Foundation
Discrete-time survival forests with Hellinger distance decision trees
M Schmid, T Welchowski, MN Wright, M Berger
Data Mining and Knowledge Discovery 34 (3), 812-832, 2020
Mandates: German Research Foundation
Accelerometry-based prediction of energy expenditure in preschoolers
B Steenbock, MN Wright, N Wirsik, M Brandes
Journal for the Measurement of Physical Behaviour 2 (2), 94-102, 2019
Mandates: Leibniz Association
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