ProjectionRobustWassersteinBarycentersMinhuiHuang1ShiqianMa2LifengLai1AbstractHowever,computingtheWBforasetofprobabilitydis-tributionsisnotoriouslyhard.ThehardnesscomesfromCollectingandaggregatingi...
ProjectiontechniquestoupdatethetruncatedSVDofevolvingmatriceswithapplicationsVassilisKalantzis1GeorgiosKollias1ShashankaUbaru1AthanasiosN.Nikolakopoulos2LiorHoresh1KennethL.Clarkson3AbstractwhereEd...
LearningdisentangledrepresentationsviaproductmanifoldProjectionMarcoFumero1LucaCosmo12SimoneMelzi1EmanueleRodola`1Abstractthisresearchfieldisdisentangledrepresentations,whichad-vocatesthatarepresen...
FastProjectionOntoConvexSmoothConstraintsIlnuraUsmanova1MaryamKamgarpour2AndreasKrause3KfirYehudaLevy45Abstractsmoothconstraints,i.e.,ourconstraintsetKisTheEuclideanProjectionontoaconvexsetisK={x∈...
DifferentiallyPrivateQueryReleaseThroughAdaptiveProjectionSergulAydore1WilliamBrown12MichaelKearns13KrishnaramKenthapadi1LucaMelis1AaronRoth13AnkitSiva1AbstractGaussiannoise.Foradatasetofsizen,this...
TapNet:NeuralNetworkAugmentedwithTask-AdaptiveProjectionforFew-ShotLearningSungWhanYoon1JunSeo1JaekyunMoon1AbstractOnepopularwayofdevelopingfew-shotlearningstrategiesistotakeameta-learningperspecti...
ProjectionontoMinkowskiSumswithApplicationtoConstrainedLearningJoong-HoWon1JasonXu2KennethLange3AbstractBorwein,1993).Inmanytasks,however,theMinkowskisumisamoreappropriateorusefuloperationtoconside...
ZonotopeHit-and-runforEfficientSamplingfromProjectionDPPs1212GuillaumeGautierRe´miBardenetMichalValkoAbstractformofafinitematrix,seeKulesza&Taskar(2012)foracomprehensivesurvey.ApplicationsofDPPsin...
OnTheProjectionOperatortoAThree-viewCardinalityConstrainedSetHaichuanYang1ShupengGui1ChuyangKe1DanielStefankovic1RyoheiFujimaki2JiLiu1Abstractwherewistheoptimizationvariable,gisanindexsubsetThecard...
GradientProjectionIterativeSketchforLarge-ScaleConstrainedLeast-SquaresJunqiTang1MohammadGolbabaee1MikeE.Davies1Abstractgorithms,thefirststreamisthestochasticgradientde-scent(SGD)anditsvariance-red...