SkewOrthogonalConvolutionsSahilSingla1SoheilFeizi1Abstractadversarialrobustness(Cisse´etal.,2017;Szegedyetal.,2014)andinterpretablegradients(Tsiprasetal.,2018).TheTrainingconvolutionalneuralnetwor...
UnifyingOrthogonalMonteCarloMethodsKrzysztofChoromanski1MarkRowland2WenyuChen3AdrianWeller24Abstractetal.,2018b).WerefertotheclassofmethodsusingsuchOrthogonalcouplingsasOrthogonalMonteCarlo(OMC).Ma...
OrthogonalRandomForestforCausalInferenceMirunaOprescu1VasilisSyrgkanis1ZhiweiStevenWu2Abstractunknownnuisancefunctionthatalsoneedstobeestimatedfromdata.Examplesincludenon-parametricregression,Wepro...
GreedyOrthogonalPivotingAlgorithmforNon-negativeMatrixFactorizationKaiZhang1JunLiu2JieZhang3JunWang1Abstractisonedatapoint,themainideabehindNMFistoapprox-imatetheseinputvectorsbynonnegativelinearco...
CheapOrthogonalConstraintsinNeuralNetworks:ASimpleParametrizationoftheOrthogonalandUnitaryGroupMarioLezcano-Casado1DavidMart´ınez-Rubio2Abstractexponentiallyfastwiththenumberoftime-stepswhenevert...
ApproximatingOrthogonalMatriceswithEffectiveGivensFactorizationThomasFrerix1JoanBruna2AbstracttionsofunitarymatricesintheformofGivensfactorization(Givens,1958).Givensrotationsarelocalizedinatwo-Wea...
SignalandNoiseStatisticsObliviousOrthogonalMatchingPursuitSreejithKallummil1SheetalKalyani2AbstractAnumberofalgorithmslikeleastabsoluteshrinkageandselectionoperator(LASSO)(Tropp,2006;Tibshirani,199...
OrthogonalMachineLearning:PowerandLimitationsLesterMackey1VasilisSyrgkanis1IliasZadik12Abstractinaccurateinferencesconcerningtheparametersofinterest(thetreatmenteffects).√Doublemachinelearningprov...
OrthogonalRecurrentNeuralNetworkswithScaledCayleyTransformKyleE.Helfrich1DevinWillmott1QiangYe1Abstractoverstepsthelocalminimum.Thisissuesignificantlydi-RecurrentNeuralNetworks(RNNs)aredesignedmini...
EfficientOrthogonalParametrisationofRecurrentNeuralNetworksUsingHouseholderReflectionsZakariaMhammedi12AndrewHellicar2AshfaqurRahman2JamesBailey1Abstractinanerrorsurface,associatedwithsomeobjective...