Zobrazeno 1 - 2
of 2
pro vyhledávání: '"Letoffe, Olivier"'
A central goal of eXplainable Artificial Intelligence (XAI) is to assign relative importance to the features of a Machine Learning (ML) model given some prediction. The importance of this task of explainability by feature attribution is illustrated b
Externí odkaz:
http://arxiv.org/abs/2405.11766
Recent work uncovered examples of classifiers for which SHAP scores yield misleading feature attributions. While such examples might be perceived as suggesting the inadequacy of Shapley values for explainability, this paper shows that the source of t
Externí odkaz:
http://arxiv.org/abs/2405.00076