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Jakob Richter
Jakob Richter
Dirección de correo verificada de statistik.tu-dortmund.de - Página principal
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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
9532016
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
5052023
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
4312019
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
3382019
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
2002017
Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data
P Schratz, J Muenchow, E Iturritxa, J Richter, A Brenning
arXiv preprint arXiv:1803.11266, 2018
562018
mlr3: A modern object-oriented machine learning framework in RJ Open Source Softw
M Lang, M Binder, J Richter, P Schratz, F Pfisterer, S Coors, Q Au, ...
392019
Multi-objective hyperparameter optimization in machine learning—An overview
F Karl, T Pielok, J Moosbauer, F Pfisterer, S Coors, M Binder, L Schneider, ...
ACM Transactions on Evolutionary Learning and Optimization 3 (4), 1-50, 2023
292023
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
292017
Multi-Objective Hyperparameter Optimization--An Overview
F Karl, T Pielok, J Moosbauer, F Pfisterer, S Coors, M Binder, L Schneider, ...
arXiv preprint arXiv:2206.07438, 2022
282022
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
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
mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions, 2017
B Bischl, J Richter, J Bossek, D Horn, J Thomas, M Lang
URL http://arxiv. org/abs/1703 3373, 3, 2016
192016
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
162017
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
132021
Improving adaptive seamless designs through Bayesian optimization
J Richter, T Friede, J Rahnenführer
Biometrical Journal 64 (5), 948-963, 2022
112022
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
92021
ParamHelpers: Helpers for parameters in black-box optimization, tuning and machine learning
B Bischl, M Lang, J Bossek, D Horn, K Schork, J Richter, P Kerschke
R package version 1, 23, 2017
92017
mlr Tutorial
J Schiffner, B Bischl, M Lang, J Richter, ZM Jones, P Probst, F Pfisterer, ...
arXiv preprint arXiv:1609.06146, 2016
92016
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
82020
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
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