Fiona Katharina Ewald

According to our database, Fiona Katharina Ewald authored at least 4 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

CASHomon Sets: Efficient Rashomon Sets Across Multiple Model Classes and their Hyperparameters.

Fiona Katharina Ewald, Martin Binder, Matthias Feurer, Bernd Bischl, Giuseppe Casalicchio

CoRR, March, 2026

xplainfi: Feature Importance and Statistical Inference for Machine Learning in R.

Lukas Burk, Fiona Katharina Ewald, Giuseppe Casalicchio, Marvin N. Wright, Bernd Bischl

CoRR, March, 2026

2024

A Guide to Feature Importance Methods for Scientific Inference.

Fiona Katharina Ewald, Ludwig Bothmann, Marvin N. Wright, Bernd Bischl, Giuseppe Casalicchio, Gunnar König

Proceedings of the Explainable Artificial Intelligence, 2024

2023

Leveraging Model-Based Trees as Interpretable Surrogate Models for Model Distillation.

Julia Herbinger, Susanne Dandl, Fiona Katharina Ewald, Sofia Loibl, Giuseppe Casalicchio

Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023