BoundingtheFairnessandAccuracyofClassifiersfromPopulationStatisticsSivanSabato12andEladYom-Tov2Abstractfairnesswithrespecttothestateofresidence(assumingaUS-basedpopulation).Accuracyandfairnessareea...
BoundingUserContributions:ABias-VarianceTrade-offinDifferentialPrivacyKareemAmin1AlexKulesza1AndresMun˜ozMedina1SergeiVassilvitskii1Abstractthatthepresenceofanysingleuserinthedatasetcannotbeaccura...
BoundingandCountingLinearRegionsofDeepNeuralNetworksThiagoSerra1ChristianTjandraatmadja1SrikumarRamalingam2Abstract1010WeinvestigatethecomplexityofdeepneuralNumberoflinearregions108networks(DNN)tha...