Shapley Chains: Extending Shapley Values to Classifier Chains

30 March 2023

Papers citing "Shapley Chains: Extending Shapley Values to Classifier Chains"

9 / 9 papers shown

Title
The Shapley Value of Classifiers in Ensemble Games Benedek Rozemberczki Rik Sarkar FAtt FedML TDI 81 33 0 06 Jan 2021
Shapley Flow: A Graph-based Approach to Interpreting Model Predictions Jiaxuan Wang Jenna Wiens Scott M. Lundberg FAtt 84 90 0 27 Oct 2020
Shapley explainability on the data manifold Christopher Frye Damien de Mijolla T. Begley Laurence Cowton Megan Stanley Ilya Feige FAtt TDI 30 99 0 01 Jun 2020
Classifier Chains: A Review and Perspectives Jesse Read Bernhard Pfahringer G. Holmes E. Frank 68 92 0 26 Dec 2019
Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability Christopher Frye C. Rowat Ilya Feige 46 181 0 14 Oct 2019
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 802 21,760 0 22 May 2017
Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Kundaje FAtt 159 3,865 0 10 Apr 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 160 5,968 0 04 Mar 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 854 16,891 0 16 Feb 2016