FACT:ADiagnosticforGroupFairnesstrade-offsJoonSikKim12JiahaoChen3AmeetTalwalkar14Abstractfairness,whichmeasureshowagroupofindividualswithcertainprotectedattributesaretreateddifferentlyfromotherGrou...
Class-WeightedClassification:trade-offsandRobustApproachesZiyuXu1ChenDan2JustinKhim1PradeepRavikumar1Abstract(Zipf,1936;Feldman,2019).Similarly,imagedataalsoalongtailofmanyclasseswithfewexamples(Sa...
BetterDepth-Widthtrade-offsforNeuralNetworksthroughthelensofDynamicalSystemsVaggosChatziafratis1SaiGaneshNagarajan2IoannisPanageas2Abstractunderstandthatthenatureofcomputationdonebydeepandshallowne...