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Jakob Richter
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Cited by
Year
2.5 Survival Prediction and Model Selection
J Rahnenführer, M Lang, J Richter
Machine Learning under Resource Constraints-Applications, 71, 2022
2022
A NOVEL, COMPREHENSIVE IN SILICO MODEL FOR RESPIRATORY DRUG DELIVERY
M Grill, KR Wichmann, D Rudlstorfer, M Rixner, M Brei, J Richter, ...
JOURNAL OF AEROSOL MEDICINE AND PULMONARY DRUG DELIVERY 36 (6), A21-A22, 2023
2023
A probabilistic neural twin for treatment planning in peripheral pulmonary artery stenosis
JD Lee, J Richter, MR Pfaller, JM Szafron, K Menon, A Zanoni, MR Ma, ...
International journal for numerical methods in biomedical engineering, e3820, 2024
2024
Analysing geo data on a street level performed on an example of road accidents in London
J Richter
Bayesian Windkessel calibration using optimized 0D surrogate models
J Richter, J Nitzler, L Pegolotti, K Menon, J Biehler, WA Wall, ...
arXiv preprint arXiv:2404.14187, 2024
2024
BBmisc: Miscellaneous helper functions for B
B Bischl, M Lang, J Bossek, D Horn, J Richter, D Surmann
Bischl. R package version 1, 2017, 2017
262017
BBmisc: Miscellaneous helper functions for B. Bischl
B Bischl, M Lang, J Bossek, D Horn, J Richter, D Surmann
R package version 1.11, 2017
272017
Evolutionary Learning and Optimization
J Renzullo, W Weimer, S Forrest, D Yazdani, MN Omidvar, AH Gandomi, ...
ACM Transactions on 3 (4), 2023
2023
Extending Model-Based Optimization with Resource-Aware Parallelization and for Dynamic Optimization Problems
J Richter
TU Dortmund, 2020
2020
Faster Model Based Optimization through Resource Aware Scheduling
J Richter
Technical report for Collaborative Research Center SFB 876 Providing …, 2015
2015
Faster Model Based Optimization through Resource Aware Scheduling and asynchronous Evaluations
J Richter
Technical report for Collaborative Research Center SFB 876 Providing …, 2016
2016
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
202016
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
3732023
Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data
P Schratz, J Muenchow, E Iturritxa, J Richter, A Brenning
Ecological Modelling 406, 109-120, 2019
3752019
Improving adaptive seamless designs through Bayesian optimization
J Richter, T Friede, J Rahnenführer
Biometrical Journal 64 (5), 948-963, 2022
82022
In silico high-resolution whole lung model to predict the locally delivered dose of inhaled drugs
MJ Grill, J Biehler, KR Wichmann, D Rudlstorfer, M Rixner, M Brei, ...
arXiv preprint arXiv:2307.04757, 2023
22023
Machine Learning in R
M Lang, J Richter
12019
mlr Tutorial
J Schiffner, B Bischl, M Lang, J Richter, ZM Jones, P Probst, F Pfisterer, ...
arXiv preprint arXiv:1609.06146, 2016
92016
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
9192016
mlr3 book
M Becker, M Binder, B Bischl, N Foss, L Kotthoff, M Lan, F Pfisterer, ...
URl: https://mlr3book. mlr-org. com 28, 29-30, 2021
122021
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