Articles with public access mandates - Jakob RichterLearn more
Available somewhere: 11
mlr: Machine Learning in R
B Bischl, M Lang, L Kotthoff, J Schiffner, J Richter, E Studerus, ...
Journal of Machine Learning Research 17 (170), 1-5, 2016
Mandates: German Research Foundation
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges
B Bischl, M Binder, M Lang, T Pielok, J Richter, S Coors, J Thomas, ...
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 13 (2 …, 2023
Mandates: German Research Foundation, Federal Ministry of Education and Research, Germany
mlr3: A modern object-oriented machine learning framework in R
M Lang, M Binder, J Richter, P Schratz, F Pfisterer, S Coors, Q Au, ...
Journal of Open Source Software 4 (44), 1903, 2019
Mandates: German Research Foundation, Federal Ministry of Education and Research, Germany
mlrMBO: A modular framework for model-based optimization of expensive black-box functions
B Bischl, J Richter, J Bossek, D Horn, J Thomas, M Lang
arXiv preprint arXiv:1703.03373, 2017
Mandates: German Research Foundation
Faster model-based optimization through resource-aware scheduling strategies
J Richter, H Kotthaus, B Bischl, P Marwedel, J Rahnenführer, M Lang
Learning and Intelligent Optimization: 10th International Conference, LION …, 2016
Mandates: German Research Foundation
RAMBO: Resource-aware model-based optimization with scheduling for heterogeneous runtimes and a comparison with asynchronous model-based optimization
H Kotthaus, J Richter, A Lang, J Thomas, B Bischl, P Marwedel, ...
Learning and Intelligent Optimization: 11th International Conference, LION …, 2017
Mandates: German Research Foundation
Improving adaptive seamless designs through Bayesian optimization
J Richter, T Friede, J Rahnenführer
Biometrical Journal 64 (5), 948-963, 2022
Mandates: German Research Foundation
MODES: model-based optimization on distributed embedded systems
J Shi, J Bian, J Richter, KH Chen, J Rahnenführer, H Xiong, JJ Chen
Machine Learning 110 (6), 1527-1547, 2021
Mandates: German Research Foundation
Model-based optimization with concept drifts
J Richter, J Shi, JJ Chen, J Rahnenführer, M Lang
Proceedings of the 2020 genetic and evolutionary computation conference, 877-885, 2020
Mandates: German Research Foundation
Model-based optimization of subgroup weights for survival analysis
J Richter, K Madjar, J Rahnenführer
Bioinformatics 35 (14), i484-i491, 2019
Mandates: German Research Foundation
Personalized coronary and myocardial blood flow models incorporating CT perfusion imaging and synthetic vascular trees
K Menon, MO Khan, ZA Sexton, J Richter, K Nieman, AL Marsden
medRxiv, 2023
Mandates: US National Science Foundation, US National Institutes of Health
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