Bernd Bischl
Munich School of Philosophy(DE)LMU Klinikum(DE)Munich Center for Machine LearningLudwig-Maximilians-Universität München(DE)
Publications by Year
Research Areas
Machine Learning and Data Classification, Advanced Multi-Objective Optimization Algorithms, Explainable Artificial Intelligence (XAI), Metaheuristic Optimization Algorithms Research, Data Analysis with R
Most-Cited Works
- → OpenML(2014)1,076 cited
- → Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges(2023)726 cited
- → Benchmark for filter methods for feature selection in high-dimensional classification data(2019)711 cited
- → Tunability: Importance of Hyperparameters of Machine Learning Algorithms(2018)572 cited
- → mlr3: A modern object-oriented machine learning framework in R(2019)435 cited
- → Exploratory landscape analysis(2011)359 cited
- → Predicting personality from patterns of behavior collected with smartphones