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Frame-based Data Factorizations
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Fractional Langevin Monte Carlo Exploring Levy Driven Stochastic Differential Equations for Markov Chain Monte Carlo
FractionalLangevinMonteCarlo:ExploringLe´vyDrivenStochasticDifferentialEquationsforMarkovChainMonteCarloUmutS¸ims¸ekli1Abstractuousdiffusionwhichhasπasastationarydistribution.Inpractice,πisusu...
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Faster Greedy MAP Inference for Determinantal Point Processes
FasterGreedyMAPInferenceforDeterminantalPointProcessesInsuHan1PrabhanjanKambadur2KyoungsooPark1JinwooShin1Abstractposedetection(Kuleszaetal.,2012),clustering(Kang,2013)andtweettime-linegeneration(Y...
2023-11-12779813.12 KB10页14
Faster Principal Component Regression and Stable Matrix Chebyshev Approximation
FasterPrincipalComponentRegressionandStableMatrixChebyshevApproximationZeyuanAllen-Zhu1YuanzhiLi2AbstracttasksofPCPandPCRbecometrivialbecausetheprojec-tionmatrixcanbeconstructedexplicitly.Wesolvepr...
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Follow the Moving Leader in Deep Learning
FollowtheMovingLeaderinDeepLearningShuaiZheng1JamesT.Kwok1Abstractever,trainingdeepnetworksisdifﬁcultastheoptimiza-tioncansufferfrompathologicalcurvatureandgetstuckDeepnetworksarehighlynonlinearan...
2023-11-1212971023.67 KB10页3
Follow the Compressed Leader Faster Online Learning of Eigenvectors and Faster MMWU
FollowtheCompressedLeader:FasterOnlineLearningofEigenvectorsandFasterMMWUZeyuanAllen-Zhu1YuanzhiLi2Abstractsymmetricandsatisﬁes0AkI.1Boththeseassump-tionsareforthesakeofsimplicityandcanberelaxed.2...
2023-11-121836946.85 KB10页30
Fake News Mitigation via Point Process Based Intervention
FakeNewsMitigationviaPointProcessBasedInterventionMehrdadFarajtabar1JiachenYang1XiaojingYe2HuanXu3RakshitTrivedi1EliasKhalil1ShuangLi3LeSong1HongyuanZha1Abstractriesfromreputablemajornewsoutlets(Si...
2023-11-121629820.19 KB10页11
Fast Bayesian Intensity Estimation for the Permanental Process
FastBayesianIntensityEstimationforthePermanentalProcessChristianJ.Walder12AdrianN.Bishop123Abstractin(Lloydetal.,2015;KomSamo&Roberts,2015).TheCoxprocessisastochasticprocesswhichTosatisfynon-negati...
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Fast k-Nearest Neighbour Search via Prioritized DCI
Fastk-NearestNeighbourSearchviaPrioritizedDCI11KeLiJitendraMalikAbstractcurseofdimensionality,whichdescribesthephenomenonofquerytimecomplexitydependingexponentiallyondi-Mostexactmethodsfork-nearest...
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FeUdal Networks for Hierarchical Reinforcement Learning
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Exact Inference for Integer Latent-Variable Models
ExactInferenceforIntegerLatent-VariableModelsKevinWinner1DeboraSujono1DanSheldon12Abstractever,thissituationisrareandconsequently,muchresearchtodayisdevotedtogeneral-purposeapproximateinferenceGrap...
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Failures of Gradient-Based Deep Learning
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Exploiting Strong Convexity from Data with Primal-Dual First-Order Algorithms
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Fairness in Reinforcement Learning
FairnessinReinforcementLearning⇤ShahinJabbariMatthewJosephMichaelKearnsJamieMorgensternAaronRoth1Abstracttingswherehistoricalcontextcanhaveadistinctinﬂuenceonthefuture.Forconcreteness,weconsidert...
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Evaluating Bayesian Models with Posterior Dispersion Indices
EvaluatingBayesianModelswithPosteriorDispersionIndicesAlpKucukelbir1YixinWang1DavidM.Blei1Abstractvalidationcapturesanotionofgeneralizationandjustiﬁesholdingoutdata.Thissimplecombinationhasfueledt...
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Estimating the unseen from multiple populations
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Evaluating the Variance of Likelihood-Ratio Gradient Estimators
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Exact MAP Inference by Avoiding Fractional Vertices
ExactMAPInferencebyAvoidingFractionalVerticesErikM.Lindgren1AlexandrosG.Dimakis1AdamKlivans2AbstracttionisgivenbyGivenagraphicalmodel,oneessentialprob-lemisMAPinference,thatis,ﬁndingthemostlik...
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Enumerating Distinct Decision Trees
EnumeratingDistinctDecisionTreesSalvatoreRuggieri1AbstractasubsetoffeaturesisdenotedbytheunionR∪Softwosets,whereelementsinRmustnecessarilybeusedassplitThesearchspaceforthefeatureselectionprob-attr...
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Equivariance Through Parameter-Sharing
EquivarianceThroughParameter-SharingSiamakRavanbakhsh1JeffSchneider1Barnaba´sPo´czos1AbstractOurgoalistoshowthatparameter-sharingcanbeusedtoachieveequivariancetoanydiscretegroupaction.Weproposeto...
2023-11-121395608.64 KB10页24

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