DALE: Differential Accumulated Local Effects for efficient and accurate global explanations

10 October 2022

Papers citing "DALE: Differential Accumulated Local Effects for efficient and accurate global explanations"

6 / 6 papers shown

Title
On the Robustness of Global Feature Effect Explanations Hubert Baniecki Giuseppe Casalicchio Bernd Bischl Przemyslaw Biecek 20 2 0 13 Jun 2024
Effector: A Python package for regional explanations Vasilis Gkolemis Christos Diou Eirini Ntoutsi Theodore Dalamagas B. Bischl J. Herbinger Giuseppe Casalicchio CML 29 1 0 03 Apr 2024
Statistical inference using machine learning and classical techniques based on accumulated local effects (ALE) Chitu Okoli 13 3 0 15 Oct 2023
Regionally Additive Models: Explainable-by-design models minimizing feature interactions Vasilis Gkolemis Anargiros Tzerefos Theodore Dalamagas Eirini Ntoutsi Christos Diou FAtt 33 2 0 21 Sep 2023
RHALE: Robust and Heterogeneity-aware Accumulated Local Effects Vasilis Gkolemis Theodore Dalamagas Eirini Ntoutsi Christos Diou 13 5 0 20 Sep 2023
Understanding User Preferences in Explainable Artificial Intelligence: A Survey and a Mapping Function Proposal M. Hashemi Ali Darejeh Francisco Cruz 40 3 0 07 Feb 2023