DataValuationusingReinforcementLearningJinsungYoon1SercanO¨.Arık1TomasPfister1Abstracttainedbyremovingasignificantportionoftrainingsamples(Ferdowsietal.,2013;Frenay&Verleysen,2014).More-Quantifyi...
ADistributionalFrameworkforDataValuationAmirataGhorbani1MichaelP.Kim1JamesZou1Abstracttrainingdataismostvaluableand,hence,mostdeservingofresourcestowardscollectionandannotation.Assuch,aprin-Shapley...
DataShapley:EquitableValuationofDataforMachineLearningAmirataGhorbani1JamesZou2Abstractnentofthemarketplace,similartolaborandcapital(Posner&Weyl,2018).Ithasbeensuggestedthatcertaindatacon-Asdatabec...