Towards Rigorous Interpretations: a Formalisation of Feature Attribution

26 April 2021

Papers citing "Towards Rigorous Interpretations: a Formalisation of Feature Attribution"

4 / 4 papers shown

Title
RankingSHAP -- Listwise Feature Attribution Explanations for Ranking Models Maria Heuss Maarten de Rijke Avishek Anand 47 1 0 24 Mar 2024
Impossibility Theorems for Feature Attribution Blair Bilodeau Natasha Jaques Pang Wei Koh Been Kim FAtt 18 68 0 22 Dec 2022
Making Neural Networks Interpretable with Attribution: Application to Implicit Signals Prediction Darius Afchar Romain Hennequin FAtt XAI 16 16 0 26 Aug 2020
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 225 3,658 0 28 Feb 2017