RandomizedDimensionalityReductionforFacilityLocationandSingle-LinkageClusteringShyamNarayanan1SandeepSilwal1PiotrIndyk1OrZamir2Abstractthosealgorithmssufferfromlargerunningtimes,especiallyiftheinpu...
HoroPCA:HyperbolicDimensionalityReductionviaHorosphericalProjectionsInesChami1AlbertGu1DatNguyen1ChristopherRe´1Abstractneighborsearch(Krauthgamer&Lee,2006;Wu&Charikar,2020),hierarchicalclustering...
Factor-analyticInverseRegressionforHigh-dimension,Small-sampleDimensionalityReductionAditiJha12MichaelJ.Morais1JonathanW.Pillow13AbstractKobaketal.,2016).AnotherclassofDimensionalityreduc-tionmetho...
DimensionalityReductionforSum-of-DistancesMetricZhiliFeng1PraneethKacham1DavidP.Woodruff1Abstractsubspaceandperformthetaskonthelow-dimensionalpoints.GivenasetofnpointsA={a1,...,an}inRd,Wegiveadimen...
BasisDeVAE:InterpretableSimultaneousDimensionalityReductionandFeature-LevelClusteringwithDerivative-BasedVariationalAutoencodersDominicDanks12ChristopherYau234Abstractinghigh-dimensionalbiologicald...
CurseofDimensionalityonRandomizedSmoothingforCertifiableRobustnessAounonKumar1AlexanderLevine1TomGoldstein1SoheilFeizi1AbstractbasedmethodssuchasFGSM(Goodfellowetal.,2015)andprojectedgradientdescen...
CanIncreasingInputDimensionalityImproveDeepReinforcementLearning?KeiOta1TomoakiOiki1DeveshK.Jha2ToshisadaMariyama1DanielNikovski2Abstract1.IntroductionDeepreinforcementlearning(RL)algorithmsDeeprei...
DimensionalityReductionforTukeyRegressionKennethL.Clarkson1RuosongWang2DavidP.Woodruff2Abstract2011;Woodruff,2014).WegivethefirstDimensionalityreductionmeth-Thisapproachhasledtooptimalalgorithmsfor...
JointDimensionalityReductionandMetricLearning:AGeometricTakeMehrtashHarandi12MathieuSalzmann3RichardHartley21Abstractbyp).Theseresultssuggestthatstate-of-the-artmethodseitherscalepoorlywiththedimen...