Approximation of group explainers with coalition structure using Monte Carlo sampling on the product space of coalitions and features

17 March 2023

Papers citing "Approximation of group explainers with coalition structure using Monte Carlo sampling on the product space of coalitions and features"

4 / 4 papers shown

Title
On marginal feature attributions of tree-based models Khashayar Filom A. Miroshnikov Konstandinos Kotsiopoulos Arjun Ravi Kannan FAtt 36 3 0 16 Feb 2023
True to the Model or True to the Data? Hugh Chen Joseph D. Janizek Scott M. Lundberg Su-In Lee TDI FAtt 119 166 0 29 Jun 2020
Feature relevance quantification in explainable AI: A causal problem Dominik Janzing Lenon Minorics Patrick Blobaum FAtt CML 57 280 0 29 Oct 2019
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 891 16,891 0 16 Feb 2016