FastandScalableBayesianDeepLearningbyWeight-PerturbationinAdamMohammadEmtiyazKhan1DidrikNielsen1VootTangkaratt1WuLin2YarinGal3AkashSrivastava4AbstractusingBayes’rule.Unfortunately,thisisinfeasible...
FastApproximateSpectralClusteringforDynamicNetworksLionelMartin1AndreasLoukas1PierreVandergheynst1Abstractandshouldbetakenintoaccountinthealgorithmicde-signandanalysis.Unfortunately,SCispoorlysuite...
FastandSampleEfficientInductiveMatrixCompletionviaMulti-PhaseProcrustesFlowXiaoZhang1SimonS.Du2QuanquanGu3Abstractmographicinformation(genders,occupation)forusersorproductinformation(genre,director...
Celer:aFastSolverfortheLassowithDualExtrapolationMathurinMassias1AlexandreGramfort1JosephSalmon2Abstractoptimalsolution(whatwewillrefertoasthesupport),state-of-the-arttechniquesrelyonlimitingthesiz...
ApproximateLeave-One-OutforFastParameterTuninginHighDimensionsShuaiwenWang1WendaZhou1HaihaoLu2ArianMaleki1VahabMirrokni3Abstractschemes,especiallyinhigh-dimensionalsettings,studiesthefollowingoptim...
ASemismoothNewtonMethodforFast,GenericConvexProgrammingAlnurAli1EricWong1J.ZicoKolter2Abstracti.e.,thespaceofm×mpositivesemidefinitematricesSm+,yieldsasemidefiniteprogram;andtakingKasthesecond-Wei...
Prox-PDA:TheProximalPrimal-DualAlgorithmforFastDistributedNonconvexOptimizationandLearningOverNetworksMingyiHong1DavoodHajinezhad1Ming-MinZhao2Abstract2016);3)nonconvexutilityfunctionsusedinapplica...
OptimalDensificationforFastandAccurateMinwiseHashingAnshumaliShrivastava1Abstractspeech,andtextarequitepopular(Broder,1997;FetterlyMinwisehashingisafundamentalandoneofetal.,2003).Enrichingfeaturesw...
Model-AgnosticMeta-LearningforFastAdaptationofDeepNetworksChelseaFinn1PieterAbbeel12SergeyLevine1Abstracttheformofcomputationrequiredtocompletethetask.Weproposeanalgorithmformeta-learningthatInthis...
Fastk-NearestNeighbourSearchviaPrioritizedDCI11KeLiJitendraMalikAbstractcurseofdimensionality,whichdescribesthephenomenonofquerytimecomplexitydependingexponentiallyondi-Mostexactmethodsfork-nearest...
FastBayesianIntensityEstimationforthePermanentalProcessChristianJ.Walder12AdrianN.Bishop123Abstractin(Lloydetal.,2015;KomSamo&Roberts,2015).TheCoxprocessisastochasticprocesswhichTosatisfynon-negati...
CoherencePursuit:Fast,Simple,andRobustSubspaceRecoveryMostafaRahmani1GeorgeAtia1AbstractdimensionalsubspacebysolvingAremarkablysimple,yetpowerful,algorithmminD−UˆUˆTDFsubjecttoUˆTUˆ=I,(1)terme...