Statistical Cost Sharing

Eric Balkanski, Umar Syed, Sergei Vassilvitskii

Neural Information Processing Systems 

We study the cost sharing problem for cooperative games in situations where the cost function C is not available via oracle queries, but must instead be learned from samples drawn from a distribution, represented as tuples (S, C(S)), for different subsets S of players.

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