Faster Model-Based Optimization Through Resource-Aware Scheduling Strategies. - Jakob Richter; Helena Kotthaus; Bernd Bischl; Peter Marwedel; Jörg Rahnenführer; Michel Lang (LION, 2016)

mlr Tutorial. - Julia Schiffner; Bernd Bischl; Michel Lang; Jakob Richter; Zachary M. Jones; Philipp Probst; Florian Pfisterer; Mason Gallo; Dominik Kirchhoff; Tobias Kühn; Janek Thomas; Lars Kotthoff (CoRR, 2016)

mlr: Machine Learning in R. - Bernd Bischl; Michel Lang; Lars Kotthoff; Julia Schiffner; Jakob Richter; Erich Studerus; Giuseppe Casalicchio; Zachary M. Jones (J. Mach. Learn. Res., 2016)

RAMBO: Resource-Aware Model-Based Optimization with Scheduling for Heterogeneous Runtimes and a Comparison with Asynchronous Model-Based Optimization. - Helena Kotthaus; Jakob Richter; Andreas Lang 002; Janek Thomas; Bernd Bischl; Peter Marwedel; Jörg Rahnenführer; Michel Lang (LION, 2017)

Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data. - Patrick Schratz; Jannes Muenchow; Eugenia Iturritxa; Jakob Richter; Alexander Brenning (CoRR, 2018)

Model-based optimization of subgroup weights for survival analysis. - Jakob Richter; Katrin Madjar; Jörg Rahnenführer (Bioinform., 2019)

mlr3: A modern object-oriented machine learning framework in R. - Michel Lang; Martin Binder; Jakob Richter; Patrick Schratz; Florian Pfisterer; Stefan Coors; Quay Au; Giuseppe Casalicchio; Lars Kotthoff; Bernd Bischl (J. Open Source Softw., 2019)

mlr3: A modern object-oriented machine learning framework in R. - Michel Lang; Martin Binder; Jakob Richter; Patrick Schratz; Florian Pfisterer; Stefan Coors; Quay Au; Giuseppe Casalicchio; Lars Kotthoff; Bernd Bischl (Zenodo, 2019)

Model-based optimization with concept drifts. - Jakob Richter; Junjie Shi; Jian-Jia Chen; Jörg Rahnenführer; Michel Lang (GECCO, 2020)

Extending model-based optimization with resource-aware parallelization and for dynamic optimization problems - Jakob Richter (2020)

MODES: model-based optimization on distributed embedded systems. - Junjie Shi; Jiang Bian 003; Jakob Richter; Kuan-Hsun Chen; Jörg Rahnenführer; Haoyi Xiong; Jian-Jia Chen (Mach. Learn., 2021)

Survival Prediction and Model Selection. - Jörg Rahnenführer; Michel Lang; Jakob Richter (Mach. Learn. under Resour. Constraints Vol. 3 (3), 2022)

Multi-Objective Hyperparameter Optimization - An Overview. - Florian Karl; Tobias Pielok; Julia Moosbauer; Florian Pfisterer; Stefan Coors; Martin Binder; Lennart Schneider; Janek Thomas; Jakob Richter; Michel Lang; Eduardo C. Garrido-Merchán; Jürgen Branke; et al. (CoRR, 2022)

In silico high-resolution whole lung model to predict the locally delivered dose of inhaled drugs. - Maximilian J. Grill; Jonas Biehler; Karl-Robert Wichmann; David Rudlstorfer; Maximilian Rixner; Marie Brei; Jakob Richter; Joshua Bügel; Nina Pischke; Wolfgang A. Wall; Kei W. Müller (CoRR, 2023)

A Probabilistic Neural Twin for Treatment Planning in Peripheral Pulmonary Artery Stenosis. - John D. Lee; Jakob Richter; Martin R. Pfaller; Jason M. Szafron; Karthik Menon; Andrea Zanoni; Michael R. Ma; Jeffrey A. Feinstein; Jacqueline Kreutzer; Alison L. Marsden; Daniele E. Schiavazzi (CoRR, 2023)

Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges. - Bernd Bischl; Martin Binder; Michel Lang; Tobias Pielok; Jakob Richter; Stefan Coors; Janek Thomas; Theresa Ullmann; Marc Becker; Anne-Laure Boulesteix; Difan Deng; Marius Lindauer (WIREs Data. Mining. Knowl. Discov., 2023)

Multi-Objective Hyperparameter Optimization in Machine Learning - An Overview. - Florian Karl; Tobias Pielok; Julia Moosbauer; Florian Pfisterer; Stefan Coors; Martin Binder; Lennart Schneider; Janek Thomas; Jakob Richter; Michel Lang; Eduardo C. Garrido-Merchán; Jürgen Branke; et al. (ACM Trans. Evol. Learn. Optim., 2023)

Bayesian Windkessel calibration using optimized 0D surrogate models. - Jakob Richter; Jonas Nitzler; Luca Pegolotti; Karthik Menon; Jonas Biehler; Wolfgang A. Wall; Daniele E. Schiavazzi; Alison L. Marsden; Martin R. Pfaller (CoRR, 2024)

svZeroDSolver: A modular package for lumped-parameter cardiovascular simulations. - Karthik Menon; Jakob Richter; Martin R. Pfaller; Jonathan Pham; Emilin M. Mathew; Kaitlin E. Harold; Nicholas C. Dorn; Aekaansh Verma; Alison L. Marsden (J. Open Source Softw., 2025)