Jakob Richter
Technical University of Munich(DE)Stanford University(US)
Publications by Year
Research Areas
Machine Learning and Data Classification, Advanced Multi-Objective Optimization Algorithms, Data Analysis with R, Metaheuristic Optimization Algorithms Research, Parallel Computing and Optimization Techniques
Most-Cited Works
- → Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges(2023)726 cited
- → Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data(2019)556 cited
- → mlr3: A modern object-oriented machine learning framework in R(2019)435 cited
- → mlr: Machine Learning in R(2013)284 cited
- → mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions(2017)134 cited
- → Multi-Objective Hyperparameter Optimization in Machine Learning—An Overview(2023)75 cited
- → mlrMBO: Bayesian Optimization and Model-Based Optimization of Expensive Black-Box Functions(2017)64 cited
- → Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges(2021)49 cited
- → Pregnancy rates after artificial insemination with cooled stallion spermatozoa either with or without Single Layer Centrifugation(2014)43 cited
- → Personalized coronary and myocardial blood flow models incorporating CT perfusion imaging and synthetic vascular trees(2024)16 cited