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

Artificial Intelligence, 2021
Kjersti Aas   +2 more
exaly  

Efficient Sampling Approaches to Shapley Value Approximation

2023
Jiayao Zhang, Qiheng Sun, Jinfei Liu
exaly  

Shapley-based feature augmentation

Information Fusion, 2023
Liat Antwarg   +2 more
exaly  

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

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

Polynomial calculation of the Shapley value based on sampling

Computers and Operations Research, 2009
Javier Castro   +2 more
exaly  

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

Operations Research Letters, 2020
René Van Den Brink   +2 more
exaly  

A Shapley function on a class of cooperative fuzzy games

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

Chapter 53 The shapley value

Handbook of Game Theory With Economic Applications, 2002
Eyal Winter
exaly  

Approximating the shapley value and shapley interactions

Although the behavior of agents is often led by self-interest, many environments pose an incentive for cooperation by accomplishing a task together and thus be compensated collectively. This naturally leads to the search of a payout mechanism that assigns to each agent a share of the collective benefit which reflects its individual contribution to the ...
openaire   +1 more source

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