… literature that generalizes the nofion of the value to … the relation between the Shapley value
and models of non-cooperative bargaining. The chapter concludes with a discussion of the …

… In the second category, we deal with solutions that generalize the Shapley value by
changing the domain over which the solution is defined. In such generalizations the solution is …

… In fact this is true for convex cones generated by the class of … the axioms uniquely specify
the Shapley value on P; and if they do not, we can construct different ~b's on P which satisfy the …

… of the most important applications of the Shapley value in … We examine the most crucial
limitations of the Shapley value … Finally, we discuss the limitations of the Shapley value and …

… basis for several methods that attribute the prediction of a … The use of the Shapley value
is justified by citing the uniqueness result from (Shapley, 1953), which shows that it is the only …

… we study the problem of data valuation by utilizing the Shapley value, a popular notion of value
… We also demonstrate the value of each training instance for various benchmark datasets. …

… based on the Shapley value as Shapley value explanations. Alongside the definition of the
… approximation algorithms based on different mathematical definitions of the Shapley value, …

… above, the Shapley value may be understood as the utility of playing the game (Shapley, …
and its mathematical tractability, the Shapley value has been the focus of much research and …

… expression for the Shapley value whenever the characteristic function is a “cost” function
with the property that the cost of any subset of players is equal to the cost of the “largest” player …

… efficiently computing the Shapley value [32]. In more detail, a player’s Shapley value reflects
how much that player contributes to a coalition—that is, how much value the agent adds to a …