Jakob Richter - Concepedia

Author

Jakob Richter

TU Dortmund University ORCID

Also Known As

J. Richter, Jakob Richter, Julia Schiffner, Justsomeone1001, Lennart Schneider, Mersmann, Olaf, Richter, Jakob

Publications

2.5K

Citations

H-Index

Concepts

All Affiliations

TU Dortmund University Ludwig-Maximilians-Universität München Munich Center for Machine Learning

About

Jakob Richter is an author at TU Dortmund University specializing in computer science, engineering, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	1.9K
2	Computer Science	7	7	1.9K
3	Medicine	1	1	43
4	Public Health	1	1	43
5	Computer Engineering	1	1	134

Jakob Richter

Publications

Citations

H-Index

Page 1

	Year	Citations
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges Bernd Bischl, Martin Binder, Michel Lang, Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery Search OptimizationHyperparameter OptimizationHyperparameter EstimationEngineeringMachine Learning	2023	698
Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa, Ecological Modelling Hyperparameter EstimationMachine-learning AlgorithmsMachine LearningData ScienceData Mining	2019	540
mlr3: A modern object-oriented machine learning framework in R Michel Lang, Martin Binder, Jakob Richter, The Journal of Open Source Software Artificial IntelligenceModern Object-oriented MachineMachine LearningData ScienceData Mining	2019	424
mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions Bernd Bischl, Jakob Richter, Jakob Bossek, arXiv (Cornell University) Artificial IntelligenceLarge-scale Global OptimizationEngineeringMachine LearningModel Tuning	2017	134
Multi-Objective Hyperparameter Optimization in Machine Learning—An Overview Florian Karl, Tobias Pielok, Julia Moosbauer, ACM Transactions on Evolutionary Learning and Optimization Artificial IntelligenceHyperparameter OptimizationMulti-objective Hyperparameter OptimizationHyperparameter EstimationEngineering	2023	70
Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges Bernd Bischl, Martin Binder, Michel Lang, arXiv (Cornell University) Artificial IntelligenceHyperparameter OptimizationHyperparameter EstimationEngineeringMachine Learning	2021	49
Pregnancy rates after artificial insemination with cooled stallion spermatozoa either with or without Single Layer Centrifugation Jane M. Morrell, Jakob Richter, Gunilla Martinsson, Theriogenology InfertilityTheriogenologyCooled Stallion SpermatozoaFertilityAnimal Reproduction	2014	43
Personalized coronary and myocardial blood flow models incorporating CT perfusion imaging and synthetic vascular trees Karthik Menon, Muhammed Owais Khan, Zachary A. Sexton, npj Imaging	2024	16
Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview Florian Karl, Tobias Pielok, Julia Moosbauer, arXiv (Cornell University)	2022	12
Machine Learning in R Bernd Bischl, Michel Lang, Jakob Richter, Data ClassificationEngineeringMachine LearningData ScienceData Mining	2015	10

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