What’sintheBox?ExploringtheInnerLifeofNeuralNetworkswithRobustRulesJonasFischer1AnnaOla´h1JillesVreeken2AbstractYaretypicallyactivewhenneuronsXare.Forrobustnessweexplicitlyallowfornoise,andtoensu...
MindtheBox:l1-APGDforSparseAdversarialAttacksonImageClassifiersFrancescoCroce1MatthiasHein1Abstractexistasetofl1-basedattacks(Chenetal.,2018;Modasetal.,2019;Brendeletal.,2019;Croce&Hein,2020a;Wesho...
RobustandStableBlackBoxExplanationsHimabinduLakkaraju1NinoArsov2OsbertBastani3Abstractanddecidewhenandhowtoemploythem.However,theproprietarynatureandincreasingcomplexityofmachineAsmachinelearningbl...
BlackBoxFDRWesleyTansey12YixinWang13DavidM.Blei134RaulRabadan2AbstractstudyusingtechniqueslikeDNAsequencing.Thus,eachHTSstudyproducesadatasetofmanyexperiments,whereAnalyzinglarge-scale,multi-experi...