Catformer:DesigningStableTransformersviaSensitivityAnalysisJaredQuincyDavis12AlbertGu1KrzysztofChoromanski34TriDao1ChristopherRe1ChelseaFinn13PercyLiang1Abstracttoamelioratethesechallenges,theyrequ...
FundamentalTradeoffsbetweenInvarianceandSensitivitytoAdversarialPerturbationsFlorianTramèr1JensBehrmann2NicholasCarlini3NicolasPapernot3Jörn-HenrikJacobsen4AbstractAdversarialexamplesarecommonlyf...
SensitivityAnalysisofLinearStructuralCausalModelsCarlosCinelli1DanielKumor2BryantChen3JudeaPearl1EliasBareinboim2Abstractdertoobtaincausalclaims.Theseassumptionsareusuallyencodedastheabsenceofcerta...
Pain-FreeRandomDifferentialPrivacywithSensitivitySamplingBenjaminI.P.Rubinstein1FrancescoAlda`2AbstracttentrequirementistheneedtoboundglobalSensitivity—aLipschitzconstantofthetarget,non-privatefun...