Pfisterer, Florian

6 publications

JAIR 2024 Can Fairness Be Automated? Guidelines and Opportunities for Fairness-Aware AutoML Hilde J. P. Weerts, Florian Pfisterer, Matthias Feurer, Katharina Eggensperger, Edward Bergman, Noor H. Awad, Joaquin Vanschoren, Mykola Pechenizkiy, Bernd Bischl, Frank Hutter

CHIL 2022 Evaluating Domain Generalization for Survival Analysis in Clinical Studies Florian Pfisterer, Chris Harbron, Gunther Jansen, Tao Xu

AutoML 2022 Tackling Neural Architecture Search with Quality Diversity Optimization Lennart Schneider, Florian Pfisterer, Paul Kent, Juergen Branke, Bernd Bischl, Janek Thomas

AutoML 2022 YAHPO Gym - An Efficient Multi-Objective Multi-Fidelity Benchmark for Hyperparameter Optimization Florian Pfisterer, Lennart Schneider, Julia Moosbauer, Martin Binder, Bernd Bischl

MLOSS 2021 Mlr3pipelines - Flexible Machine Learning Pipelines in R Martin Binder, Florian Pfisterer, Michel Lang, Lennart Schneider, Lars Kotthoff, Bernd Bischl

ICMLW 2021 Mutation Is All You Need Lennart Schneider, Florian Pfisterer, Martin Binder, Bernd Bischl