MakingDecisionsthatReduceDiscriminatoryImpactMattJ.Kusner12ChrisRussell13JoshuaR.Loftus4RicardoSilva15Abstractviduals,suchashowmuchtochargeforinsurance(Peters,2017),howtotargetjobads(Yangetal.,2017...
AugmentandReduce:StochasticInferenceforLargeCategoricalDistributionsFranciscoJ.R.Ruiz12MichalisK.Titsias3AdjiB.Dieng2DavidM.Blei2Abstractwithmanyclasses,recommendationsystemswithmanyitems,andlangua...