In this paper we develop a polynomial method based on sampling theory that can be used to estimate the Shapley value (or any semivalue) for cooperative ...
In this paper we introduce a procedure based on sampling to estimate the Owen value of a cooperative game. It is an adaptation of an analogous procedure for ...
This paper proposes an algorithm that uses Monte Carlo simulation to esti- mate the Shapley value of any n-person game, if each marginal contribution can be ...
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This paper focuses on techniques for approximating Equation 2 via care- fully chosen samples of permutations.
Polynomial Calculation of the Shapley Value Based on Sampling (Computers and Operations Research 2009). Javier Castro, Daniel Gómez, Juan Tejadab; [Paper].
In this paper we develop a polynomial method based on sampling theory that can be used to estimate the Shapley value (or any semivalue) for cooperative ...
Apr 30, 2024 · You provide the data and define the value function, it retures the estimated Shapley values based on sampling methods or experimental designs.
This paper develops an algorithm that uses a pair of negatively correlated samples to reduce the variance of the estimation of the Shapley value of an ...
Oct 24, 2023 · Both theoretical and simulations results show that our DOE-based sampling scheme outperforms SRS in terms of estimation accuracy. Surprisingly, ...