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Explaining individual predictions when features are dependent: More accurate approximations to Shapley values

Artificial Intelligence, 2021
Anders Løland   +2 more
exaly  

The Shapley Value

1988
Composed in honour of the sixty-fifth birthday of Lloyd Shapley, this volume makes accessible the large body of work that has grown out of Shapley's seminal 1953 paper. Each of the twenty essays concerns some aspect of the Shapley value. Three of the chapters are reprints of the 'ancestral' papers: Chapter 2 is Shapley's original 1953 paper defining ...
openaire   +1 more source

Computing Shapley Effects for Sensitivity Analysis

SIAM-ASA Journal on Uncertainty Quantification, 2021
Emanuele Borgonovo   +2 more
exaly  

The Shapley value, the Proper Shapley value, and sharing rules for cooperative ventures

Operations Research Letters, 2020
Miroslav Zeleny, R van den Brink
exaly  

Efficient methods for approximating the Shapley value for asset sharing in energy communities

Applied Energy, 2023
David Flynn   +2 more
exaly  

Uncertain Shapley value of coalitional game with application to supply chain alliance

Applied Soft Computing Journal, 2017
Xiangfeng Yang, Jinwu Gao
exaly  

Polynomial calculation of the Shapley value based on sampling

Computers and Operations Research, 2009
Juan Tejada   +2 more
exaly  

Variance Reduction for Estimation of Shapley Effects and Adaptation to Unknown Input Distribution

SIAM-ASA Journal on Uncertainty Quantification, 2020
François Bachoc, Baptiste Broto
exaly  

A Shapley function on a class of cooperative fuzzy games

European Journal of Operational Research, 2001
Masahiro Inuiguchi, Tetsuzo Tanino
exaly  

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