Florian Pfisterer

mlr3: A modern object-oriented machine learning framework in R

Michel Lang, Martin Binder, Jakob Richter et al. · The Journal of Open Source Software · 2019 · 424 citations · Full text

Artificial Intelligence, Modern Object-oriented Machine, Machine Learning +8

Regularized target encoding outperforms traditional methods in supervised machine learning with high cardinality features

Florian Pargent, Florian Pfisterer, Janek Thomas et al. · Computational Statistics · 2022 · 129 citations · Full text

Multi-Objective Hyperparameter Optimization in Machine Learning—An Overview

Florian Karl, Tobias Pielok, Julia Moosbauer et al. · ACM Transactions on Evolutionary Learning and Optimization · 2023 · 70 citations · Full text

Artificial Intelligence, Hyperparameter Optimization, Multi-objective Hyperparameter Optimization +12

mlr3pipelines - Flexible Machine Learning Pipelines in R

Martin Binder, Florian Pfisterer, Michel Lang et al. · Journal of Machine Learning Research · 2021 · 18 citations

Engineering, Machine Learning, Data Science +8

Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML

Hilde Weerts, Florian Pfisterer, Matthias Feurer et al. · Journal of Artificial Intelligence Research · 2024 · 17 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22