Florian Pfisterer

Joined

April 2021

Names

Florian Pfisterer (Preferred)

Emails

****@stat.uni-muenchen.de (Confirmed)

Personal Links

Career & Education History

PhD student

Institut fürStatistik (lmu.de)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2022

Coauthor

Joaquin Vanschoren

2020 – 2021

Coauthor

Jan N. van Rijn

2018 – 2021

Expertise

No areas of expertise listed

Publications

Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML
Hilde Jacoba Petronella Weerts, Florian Pfisterer, Matthias Feurer, Katharina Eggensperger, Edward Bergman, Noor Awad, Joaquin Vanschoren, Mykola Pechenizkiy, Bernd Bischl, Frank Hutter
- AutoML 2024 Journal Track
- Readers: Everyone
Flexible Group Fairness Metrics for Survival Analysis
Raphael Sonabend, Florian Pfisterer, Alan Mishler, Moritz Schauer, Lukas Burk, Sumantrak Mukherjee, Sebastian Josef Vollmer
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Tackling Neural Architecture Search With Quality Diversity Optimization
Lennart Schneider, Florian Pfisterer, Paul Kent, Juergen Branke, Bernd Bischl, Janek Thomas
- Published: 16 May 2022, Last Modified: 15 Jan 2026
- AutoML-Conf 2022 (Main Track)
- Readers: Everyone
YAHPO Gym - An Efficient Multi-Objective Multi-Fidelity Benchmark for Hyperparameter Optimization
Florian Pfisterer, Lennart Schneider, Julia Moosbauer, Martin Binder, Bernd Bischl
- Published: 16 May 2022, Last Modified: 05 May 2023
- AutoML-Conf 2022 (Main Track)
- Readers: Everyone
Mutation is all you need
Lennart Schneider, Florian Pfisterer, Martin Binder, Bernd Bischl
- Published: 14 Jul 2021, Last Modified: 30 Dec 2025
- AutoML@ICML2021 Poster
- Readers: Everyone

Co-Authors