Near-OptimalEntrywiseAnomalyDetectionforLow-RankMatriceswithSub-ExponentialNoiseVivekF.Farias1AndrewA.Li2TianyiPeng3AbstractsomesubsetofmatrixentriesΩ.Theanomalydetectionproblemconcernsidentifying...
MultiplyingMatricesWithoutMultiplyingDavisBlalock12JohnGuttag2AbstractThissettingarisesnaturallyinmachinelearninganddataClassificationminingwhenonehasadatamatrixAwhoserowsaresam-AccuracyMultiplying...
DetectingOut-of-DistributionExampleswithGramMatricesChandramouliS.Sastry1SageevOore1Abstracttion.Suchexamplesareoftenreferredtoasbeingout-of-distribution(OOD),andwhiletheirexistencehasbeenwell-When...
ApproximatingOrthogonalMatriceswithEffectiveGivensFactorizationThomasFrerix1JoanBruna2AbstracttionsofunitaryMatricesintheformofGivensfactorization(Givens,1958).Givensrotationsarelocalizedinatwo-Wea...
KernelizedSynapticWeightMatricesLorenzK.Muller1JulienN.P.Martel1GiacomoIndiveri1Abstract1.1.RelatedWorkInthispaperweintroduceanovelneuralnet-Thereexistmanyapproachesthatreparametrizetheweightworkar...