Generalized Priority-Aware Shapley Value

ArXi:2605.15018v1 Announce Type: new Shapley value and its priority-aware extensions are widely used for valuation in machine learning, but existing methods require pairwise priority to be binary and acyclic, a restriction spectacularly violated in real-data examples such as aggregated human preferences and multi-criterion comparisons. We