Flow-basedAttributioninGraphicalModels:ARecursiveShapleyApproachRaghavSingal1GeorgeMichailidis12HoiyiNg1AbstractForinstance,asweillustratein§6,ourframeworkcanbeusedtounderstandwhethersensitiveattr...
TheShapleyTaylorInteractionIndexKedarDhamdhere1AshishAgarwal1MukundSundararajan1Abstractasitscontributiontotheprediction.Forinstance,whenattributionisappliedtoanetworkthatpredictsthesenti-Theattrib...
TheManyShapleyValuesforModelExplanationMukundSundararajan1AmirNajmi1Abstractvalue.TheShapleyvaluehasbecomethebasisforsev-Oneoftheleadingapproachestoattributionisbasedontheeralmethodsthatattributeth...
DataShapley:EquitableValuationofDataforMachineLearningAmirataGhorbani1JamesZou2Abstractnentofthemarketplace,similartolaborandcapital(Posner&Weyl,2018).Ithasbeensuggestedthatcertaindatacon-Asdatabec...