ValidCausalInferencewith(Some)InvalidInstrumentsJasonHartford1VictorVeitch2DhanyaSridhar3KevinLeyton-Brown1Abstract&Powell,2003;Darollesetal.,2011;Hartfordetal.,2017;Singhetal.,2019;Bennettetal.,20...
IncentivizingCompliancewithAlgorithmicInstrumentsDanielNgo1LoganStapleton1VasilisSyrgkanis2ZhiweiStevenWu3Abstractcausaleffectsrelyonrandomizedexperiments,whichran-domlyassigneachindividualinapopul...
AutomaticClassifiersasScientificInstruments:OneStepFurtherAwayfromGround-TruthJacobWhitehill1AnandRamakrishnan1AbstractotherfieldsbyservingasscientificInstrumentsthatcanmeasurebehavioral,medical,so...