Jakob Richter - RankMe

19 papers A 1Journal 14Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	svZeroDSolver: A modular package for lumped-parameter cardiovascular simulations. J. Open Source Softw. Karthik Menon, Jakob Richter, Martin R. Pfaller, Jonathan Pham, Emilin M. Mathew, Kaitlin E. Harold, Nicholas C. Dorn, Aekaansh Verma, Alison L. Marsden
2024	J	`jnl`	Bayesian Windkessel calibration using optimized 0D surrogate models. CoRR Jakob Richter, Jonas Nitzler, Luca Pegolotti, Karthik Menon, Jonas Biehler, Wolfgang A. Wall, Daniele E. Schiavazzi, Alison L. Marsden, Martin R. Pfaller
2023	J	`jnl`	A Probabilistic Neural Twin for Treatment Planning in Peripheral Pulmonary Artery Stenosis. CoRR 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
2023	J	`jnl`	Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges. WIREs Data. Mining. Knowl. Discov. 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
2023	J	`jnl`	In silico high-resolution whole lung model to predict the locally delivered dose of inhaled drugs. CoRR 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
2023	J	`jnl`	Multi-Objective Hyperparameter Optimization in Machine Learning - An Overview. ACM Trans. Evol. Learn. Optim. 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, Bernd Bischl
2022	J	`jnl`	Multi-Objective Hyperparameter Optimization - An Overview. CoRR 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, Bernd Bischl
2022	—	`ch.`	Survival Prediction and Model Selection. Mach. Learn. under Resour. Constraints Vol. 3 (3) Jörg Rahnenführer, Michel Lang, Jakob Richter
2021	J	`jnl`	Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges. CoRR 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
2021	J	`jnl`	MODES: model-based optimization on distributed embedded systems. Mach. Learn. Junjie Shi, Jiang Bian, Jakob Richter, Kuan-Hsun Chen, Jörg Rahnenführer, Haoyi Xiong, Jian-Jia Chen
2020	—	`—`	Extending model-based optimization with resource-aware parallelization and for dynamic optimization problems Jakob Richter
2020	A	`conf`	Model-based optimization with concept drifts. GECCO Jakob Richter, Junjie Shi, Jian-Jia Chen, Jörg Rahnenführer, Michel Lang
2019	J	`jnl`	Model-based optimization of subgroup weights for survival analysis. Bioinform. Jakob Richter, Katrin Madjar, Jörg Rahnenführer
2019	J	`jnl`	mlr3: A modern object-oriented machine learning framework in R. J. Open Source Softw. Michel Lang, Martin Binder, Jakob Richter, Patrick Schratz, Florian Pfisterer, Stefan Coors, Quay Au, Giuseppe Casalicchio, Lars Kotthoff, Bernd Bischl
2018	J	`jnl`	Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data. CoRR Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa, Jakob Richter, Alexander Brenning
2017	—	`conf`	RAMBO: Resource-Aware Model-Based Optimization with Scheduling for Heterogeneous Runtimes and a Comparison with Asynchronous Model-Based Optimization. LION Helena Kotthaus, Jakob Richter, Andreas Lang, Janek Thomas, Bernd Bischl, Peter Marwedel, Jörg Rahnenführer, Michel Lang
2016	—	`conf`	Faster Model-Based Optimization Through Resource-Aware Scheduling Strategies. LION Jakob Richter, Helena Kotthaus, Bernd Bischl, Peter Marwedel, Jörg Rahnenführer, Michel Lang
2016	J	`jnl`	mlr Tutorial. CoRR 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
2016	J	`jnl`	mlr: Machine Learning in R. J. Mach. Learn. Res. Bernd Bischl, Michel Lang, Lars Kotthoff, Julia Schiffner, Jakob Richter, Erich Studerus, Giuseppe Casalicchio, Zachary M. Jones