The paper defines counterfactual explanations for Shapley values in data coalitions and proposes SV-Exp, a greedy algorithm that efficiently finds small data transfers to flip the value ranking.
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Counterfactual Explanation of Shapley Value in Data Coalitions
The paper defines counterfactual explanations for Shapley values in data coalitions and proposes SV-Exp, a greedy algorithm that efficiently finds small data transfers to flip the value ranking.