Giuseppe Casalicchio
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
5
Venues
4
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
5 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Efficient and Accurate Explanation Estimation with Distribution Compression. | Hubert Baniecki, Giuseppe Casalicchio, Bernd Bischl, Przemyslaw Biecek |
| 2024 | ICML | Position: Why We Must Rethink Empirical Research in Machine Learning. | Moritz Herrmann, F. Julian D. Lange, Katharina Eggensperger, Giuseppe Casalicchio, Marcel Wever, Matthias Feurer, David Rgamer, Eyke Hllermeier, Anne-Laure Boulesteix, Bernd Bischl |
| 2023 | ECAI | Leveraging Model-Based Trees as Interpretable Surrogate Models for Model Distillation. | Julia Herbinger, Susanne Dandl, Fiona Katharina Ewald, Sofia Loibl, Giuseppe Casalicchio |
| 2022 | AISTATS | REPID: Regional Effect Plots with implicit Interaction Detection. | Julia Herbinger, Bernd Bischl, Giuseppe Casalicchio |
| 2020 | ICML | General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models. | Christoph Molnar, Gunnar Knig, Julia Herbinger, Timo Freiesleben, Susanne Dandl, Christian A. Scholbeck, Giuseppe Casalicchio, Moritz Grosse-Wentrup, Bernd Bischl |