Parameter-freeLocallyAcceleratedConditionalGradientsAlejandroCarderera1JelenaDiakonikolas2CheukYin(Eric)Lin2SebastianPokutta3Abstracttions(Jaggi,2013;Garber,2016;Hazan&Luo,2016;Braunetal.,2017;2019...
ObjectiveBoundConditionalGaussianProcessforBayesianOptimizationTaewonJeong1HeeyoungKim1Abstractmationisunavailable.BOisparticularlyusefulwhentheobjectivefunctionisexpensivetoevaluate.Inthiscase,AGa...
ConditionalVariationalAutoencoderwithAdversarialLearningforEnd-to-EndText-to-SpeechJaehyeonKim1JungilKong1JuheeSon12Abstractetal.,2016)fromthepreprocessedtext,1andthesecondstageistogeneraterawwavef...
ConditionalTemporalNeuralProcesseswithCovarianceLossBoseonYoo1JiwooLee2JanghoonJu2SeijunChung1SoyeonKim1JaesikChoi13Abstractducedin(Garneloetal.,2018a),whicharethenoveleffortsthatimplementsuchGPswi...
ConditionalDistributionalTreatmentEffectwithKernelConditionalMeanEmbeddingsandU-StatisticRegressionJunhyungPark1UriShalit2BernhardScho¨lkopf1KrikamolMuandet1Abstractontheanalysisoftheaveragetreatm...
AmortizedConditionalNormalizedMaximumLikelihood:ReliableOutofDistributionUncertaintyEstimationAurickZhou1SergeyLevine1Abstractdictionaccuracy,theygenerallydonotprovidethemeanstoaccuratelyquantifyth...
TheTreeEnsembleLayer:DifferentiabilitymeetsConditionalComputationHusseinHazimeh1NataliaPonomareva2PetrosMol2ZhenyuTan3RahulMazumder1Abstract(Hastieetal.,2009;Chen&Guestrin,2016).Anothernatu-ralprop...
OnConditionalversusmarginalbiasinmulti-armedbanditsJaehyeokShin1AlessandroRinaldo1AadityaRamdas12AbstractThedataarecollectedsequentiallyinstages,duringwhichtheanalystdrawsasamplefromoneamongfinitel...
DistributionAugmentationforGenerativeModelingHeewooJun1RewonChild1MarkChen1JohnSchulman1AdityaRamesh1AlecRadford1IlyaSutskever1AbstractFigure1.UnConditionalsamplesfromalargeautoregressivemodeltrain...
ConditionalgradientmethodsforstochasticallyconstrainedconvexminimizationMaria-LuizaVladarean1AhmetAlacaoglu1Ya-PingHsieh1VolkanCevher1Abstractandoptimalcontrolproblemshavevariableslyinginapossi-bly...
AnEMApproachtoNon-autoregressiveConditionalSequenceGenerationZhiqingSun1YimingYang1AbstractConditionalprobabilityofygivenxisfactorizedas:Autoregressive(AR)modelshavebeenthedomi-Tnatingapproachtocon...
ACFlow:FlowModelsforArbitraryConditionalLikelihoodsYangLi1ShoaibAkbar2JunierB.Oliva1Abstractchinelearning.Thesemodelslearnanapproximationoftheunderlyingdatadistributionandarecapableofdrawingre-Unde...
ReplicaConditionalSequentialMonteCarloAlexanderY.Shestopaloff12ArnaudDoucet32AbstractdensitygivenbyWeproposeaMarkovchainMonteCarloT(MCMC)schemetoperformstateinferenceinnon-linearnon-Gaussianstate-s...
ModelBasedConditionalGradientMethodwithArmijo-likeLineSearchYuraMalitsky1PeterOchs2Abstractlargestsingularvalueofthegradientthatdefinesthelinearfunction.Incontrast,relatedproximalminimizationalgo-T...
ConditionalIndependenceinTestingBayesianNetworksYujiaShen1HaiyingHuang1ArthurChoi1AdnanDarwiche1Abstractusedforreasoning.Asaresult,inaTBN,ajointmarginalquerycorrespondstoapiecewisemulti-linearfunct...
ConditionalGradientMethodsviaStochasticPath-IntegratedDifferentialEstimatorAlpYurtsever1SuvritSra2VolkanCevher1AbstractarelatedworkbyHazan&Luo(2016)),constraineddeeplearningproblems(e.g.,Ravietal.(...
ConcentrationInequalitiesforConditionalValueatRiskPhilipS.Thomas1ErikLearned-Miller1AbstractPrashanth&Ghavamzadeh,2013;Chow&Ghavamzadeh,2014;Tamaretal.,2015;Pintoetal.,2017;Morimuraetal.,Inthispape...
Non-convexConditionalGradientSlidingChaoQu1YanLi2HuanXu2AbstractBesidesthisgeneralform,wealsoconsiderastochasticWeinvestigateaprojectionfreeoptimizationsettingandafinite-sumsetting.Inthestochastics...
FocusedHierarchicalRNNsforConditionalSequenceProcessingNanRosemaryKe123KonradZ˙ołna41AlessandroSordoni3ZhouhanLin135AdamTrischler3YoshuaBengio167JoellePineau897LaurentCharlin110ChrisPal12Abstract...
ConditionalNoise-ContrastiveEstimationofUnnormalisedModelsCiwanCeylan1MichaelU.Gutmann2Abstractxi∈Xareindependentlysampledfromtheunknowndatadistributionpd.Unnormalisedmodelsoutputnon-negativeManyp...
