37 citations · 59 across the 4 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025★ 1 cited
Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models
Célia Wafa Ayad, Thomas Bonnier, Benjamin Bosch +2
In order to ensure the reliability of the explanations of machine learning models, it is crucial to establish their advantages and limits and in which case each of these methods ou…
cs.LG2023
Shapley Chains: Extending Shapley Values to Classifier Chains
Célia Wafa Ayad, Thomas Bonnier, Benjamin Bosch +1
In spite of increased attention on explainable machine learning models, explaining multi-output predictions has not yet been extensively addressed. Methods that use Shapley values…