The Shapley Value in Machine Learning

11 February 2022

Papers citing "The Shapley Value in Machine Learning"

9 / 59 papers shown

Title
Redundancy-aware unsupervised ranking based on game theory -- application to gene enrichment analysis Chiara Balestra C. Maj Emmanuel Mueller Andreas Mayr 9 0 0 22 Jul 2022
Algorithms to estimate Shapley value feature attributions Hugh Chen Ian Covert Scott M. Lundberg Su-In Lee TDI FAtt 31 214 0 15 Jul 2022
SHAP-XRT: The Shapley Value Meets Conditional Independence Testing Jacopo Teneggi Beepul Bharti Yaniv Romano Jeremias Sulam FAtt 25 4 0 14 Jul 2022
Do We Need Another Explainable AI Method? Toward Unifying Post-hoc XAI Evaluation Methods into an Interactive and Multi-dimensional Benchmark Mohamed Karim Belaid Eyke Hüllermeier Maximilian Rabus Ralf Krestel ELM 18 0 0 08 Jun 2022
Differentially Private Shapley Values for Data Evaluation Lauren Watson R. Andreeva Hao Yang Rik Sarkar TDI FAtt FedML 18 6 0 01 Jun 2022
Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data Chiara Balestra Florian Huber Andreas Mayr Emmanuel Muller 6 3 0 17 May 2022
The Shapley Value of Classifiers in Ensemble Games Benedek Rozemberczki Rik Sarkar FAtt FedML TDI 59 33 0 06 Jan 2021
A Multilinear Sampling Algorithm to Estimate Shapley Values Ramin Okhrati Aldo Lipani TDI FAtt 80 38 0 22 Oct 2020
Quality Inference in Federated Learning with Secure Aggregation Balázs Pejó G. Biczók FedML 21 22 0 13 Jul 2020