Jakob Richter

Jakob Richter

Technische Universität Dortmund - Dortmund / Germany
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 1780134
Dortmund University of Technology
person_outline Jakob Richter's MOST POPULAR ARTICLES
1-) mlr: Machine Learning in RB Bischl, M Lang, L Kotthoff, J Schiffner, J Richter, E Studerus, ...The Journal of Machine Learning Research 17 (1), 5938-5942, 20167392016
2-) Hyperparameter optimization: Foundations, algorithms, best practices, and open challengesB Bischl, M Binder, M Lang, T Pielok, J Richter, S Coors, J Thomas, ...Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 13 (2 …, 20234332023
3-) Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial dataP Schratz, J Muenchow, E Iturritxa, J Richter, A BrenningEcological Modelling 406, 109-120, 20194062019
4-) mlr3: A modern object-oriented machine learning framework in RM Lang, M Binder, J Richter, P Schratz, F Pfisterer, S Coors, Q Au, ...Journal of Open Source Software 4 (44), 1903, 20193692019
5-) mlrMBO: A modular framework for model-based optimization of expensive black-box functionsB Bischl, J Richter, J Bossek, D Horn, J Thomas, M LangarXiv preprint arXiv:1703.03373, 20172062017