Giuseppe Casalicchio (Preferred)
Giuseppe Casalicchio
Lecturer, Department of Statistics, Ludwig-Maximilians-Universität München
Joined
May 2021
Names
Emails
****@stat.uni-muenchen.de (Confirmed)
Personal Links
Career & Education History
Lecturer
Department of Statistics, Ludwig-Maximilians-Universität München (lmu.de)
2023 – Present
Postdoc
Department of Statistics, Ludwig-Maximilians-Universität München (lmu.de)
2019 – 2023
PhD student
Department of Statistics, University of Munich, Ludwig-Maximilians-Universität München (campus.lmu.de)
2013 – 2019
Advisors, Relations & Conflicts
Expertise
interpretable machine learning
, explainable artificial intelligence
, global explanations
, local explanations
, regional explanations
2019 – Present
feature importance
, feature effects
, feature interactions
, functional anova
, shapley values
, counterfactual explanations
2019 – Present
Publications
Co-Authors
- Andreas Hofheinz
- Anne-Laure Boulesteix
- Bernd Bischl
- Christian A. Scholbeck
- Christian Heumann
- Christian Scholbeck
- Christoph Molnar
- Christos Diou
- Clemens Stachl
- Conor J. Walsh
- David Rügamer
- Eirini Ntoutsi
- Eyke Hüllermeier
- F. Julian D. Lange
- Federico Croppi
- Fiona K. Ewald
- Fiona Katharina Ewald
- Frank Hutter
- Gunnar König
- Henri Funk
- Holger Löwe
- Hoshin Gupta
- Hubert Baniecki
- Jan N. van Rijn
- Joaquin Vanschoren