LinearSpectralEstimatorsandanApplicationtoPhaseRetrievalRaminaGhods1AndrewS.Lan2TomGoldstein3ChristophStuder1AbstractexistingresultsonphaseretrievalthatassumerandomnessinthemeasurementmatrixA,wefoc...
ImprovedLarge-ScaleGraphLearningthroughRidgeSpectralSparsificationDanieleCalandriello12IoannisKoutis3AlessandroLazaric4MichalValko1Abstractclustering(SC,VonLuxburg2007).Theintuitionbehindgraph-base...
FastApproximateSpectralClusteringforDynamicNetworksLionelMartin1AndreasLoukas1PierreVandergheynst1Abstractandshouldbetakenintoaccountinthealgorithmicde-signandanalysis.Unfortunately,SCispoorlysuite...
SpectralLearningfromaSingleTrajectoryunderFinite-StatePoliciesBorjaBalle1Odalric-AmbrymMaillard2Abstracting(estimated)momentsofthetargetdistribution(e.g.Hsuetal.(2012);Bootsetal.(2011);Balleetal.(2...
DeepSpectralClusteringLearningMarcT.Law1RaquelUrtasun1RichardS.Zemel12AbstractInitialLearnedRepresentationRepresentationClusteringisthetaskofgroupingasetofexam-ofExamplesRepresentationplessothatsim...