"Inference"的相关文档 - 文库宝

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标签“Inference”的相关文档，共102条

Neural Relational Inference for Interacting Systems
NeuralRelationalInferenceforInteractingSystemsThomasKipf1EthanFetaya23Kuan-ChiehWang23MaxWelling14RichardZemel234AbstractObserveddynamicsInteractiongraphInteractingsystemsareprevalentinnature,fromF...
Neural for Inference Relational Systems
2023-11-13 12:00:1513781.97 MB4
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Large-Scale Cox Process Inference using Variational Fourier Features
Large-ScaleCoxProcessInferenceusingVariationalFourierFeaturesSTJohn1JamesHensman1Abstractspatiotemporaldomain,whichcannotbecomputedingen-eral.Therearethreepotentialremediestothisissue.First,Gaussia...
Using Inference Variational Process Large-Scale
2023-11-13 11:59:5115283.58 MB12
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Iterative Amortized Inference
IterativeAmortizedInferenceJosephMarino1YisongYue1StephanMandt2Abstractareamortizedacrossexamples.Intuitively,theInferencemodelencodesobservationsintolatentrepresentations,andInferencemodelsareakey...
Inference Iterative Amortized
2023-11-13 11:59:496942.66 MB10
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Inference Suboptimality in Variational Autoencoders
InferenceSuboptimalityinVariationalAutoencodersChrisCremer1XuechenLi1DavidDuvenaud1AbstractFig.1forasimpleillustrationofthegaps.InFig.1,L[q]referstotheELBOevaluatedusinganamortizeddistribu-Amortize...
Inference Variational Autoencoders in Suboptimality
2023-11-13 11:59:471709681.17 KB21
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Efficient Gradient-Free Variational Inference using Policy Search
EfﬁcientGradient-FreeVariationalInferenceusingPolicySearchOlegArenz1MingjunZhong2GerhardNeumann13AbstractuseitforInference,acommonapproachistouseVaria-tionalInference(VI)toapproximatethetargetdist...
Using Efficient Inference Variational Policy
2023-11-13 11:59:305103.23 MB30
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CRVI Convex Relaxation for Variational Inference
CRVI:ConvexRelaxationforVariationalInferenceGhazalFazelnia1JohnPaisley1AbstractconvexitiesinvariationalInference(VI)optimizationforconjugatemodelsthatachieveneargloballyoptimalso-Wepresentanewtechn...
for Inference Variational Convex CRVI
2023-11-13 11:59:211620428.92 KB3
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Continuous-Time Flows for Efficient Inference and Density Estimation
Continuous-TimeFlowsforEfﬁcientInferenceandDensityEstimationChangyouChen1ChunyuanLi2LiqunChen2WenlinWang2YunchenPu2LawrenceCarin2Abstractlearnastochasticproceduretodirectlygeneratesamplesfromtheun...
for Efficient Inference and Density
2023-11-13 11:59:209985.01 MB15
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Causal Bandits with Propagating Inference
CausalBanditswithPropagatingInferenceAkihiroYabe1DaisukeHatano2HannaSumita3ShinjiIto1NaonoriKakimura4TakuroFukunaga2Ken-ichiKawarabayashi5AbstractexploringtheoptimalarmA∗∈A.Theefﬁciencyofthestra...
Inference with Causal Bandits Propagating
2023-11-13 11:59:13887353.27 KB8
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Bucket Renormalization for Approximate Inference
BucketRenormalizationforApproximateInferenceSungsooAhn1MichaelChertkov23AdrianWeller45JinwooShin16Abstractiterative(dynamicprogramming)algorithmeliminating,i.e.summingup,variablessequentially.Inpri...
for Inference Approximate Bucket Renormalization
2023-11-13 11:59:1213621.74 MB1
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Black-Box Variational Inference for Stochastic Differential Equations
Black-BoxVariationalInferenceforStochasticDifferentialEquationsThomasRyder12AndrewGolightly1A.StephenMcGough2DennisPrangle1Abstracterrorinvolvedconvergestozeroasthegridbecomesﬁner.Parameterinferen...
for Inference Variational Stochastic Differential
2023-11-13 11:59:1011881.78 MB25
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Augment and Reduce Stochastic Inference for Large Categorical Distributions
AugmentandReduce:StochasticInferenceforLargeCategoricalDistributionsFranciscoJ.R.Ruiz12MichalisK.Titsias3AdjiB.Dieng2DavidM.Blei2Abstractwithmanyclasses,recommendationsystemswithmanyitems,andlangua...
for Inference and Stochastic Augment
2023-11-13 11:59:061517530.27 KB16
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Accurate Inference for Adaptive Linear Models
AccurateInferenceforAdaptiveLinearModelsYashDeshpande1LesterMackey2VasilisSyrgkanis2MattTaddy23Abstractthesample(yi,xi)i≤nisnotcompletelyrandomizedbutratheradaptivelychosen.Byadaptive,wemeanthatth...
Adaptive for Inference Models Linear
2023-11-13 11:58:58733596.56 KB7
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Variational Inference for Sparse and Undirected Models
VariationalInferenceforSparseandUndirectedModelsJohnIngraham1DeboraMarks1AbstractL0norm,L1regularizationcannotmodelthehypothesisofsparsityaswellassomeBayesianalternatives(Tipping,Undirectedgraphica...
for Inference Sparse Models Variational
2023-11-12 20:45:3011364.05 MB22
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Statistical Inference for Incomplete Ranking Data The Case of Rank-Dependent Coarsening
StatisticalInferenceforIncompleteRankingData:TheCaseofRank-DependentCoarseningMohsenAhmadiFahandar1EykeHu¨llermeier1Ine´sCouso2Abstract“items”),whereasnopreferencesarerevealedaboutthere-maining...
for Inference the Statistical Data
2023-11-12 20:45:181132263.47 KB28
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Selective Inference for Sparse High-Order Interaction Models
SelectiveInferenceforSparseHigh-OrderInteractionModelsShinyaSuzumura1KazuyaNakagawa1YutaUmezu1KojiTsuda23IchiroTakeuchi13AbstractFigure1.Exampleofthetreestructureamonghigh-orderinterac-tionfeatures...
for Inference Sparse Models Selective
2023-11-12 20:45:131737806.93 KB26
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Faster Greedy MAP Inference for Determinantal Point Processes
FasterGreedyMAPInferenceforDeterminantalPointProcessesInsuHan1PrabhanjanKambadur2KyoungsooPark1JinwooShin1Abstractposedetection(Kuleszaetal.,2012),clustering(Kang,2013)andtweettime-linegeneration(Y...
for Inference Map Greedy Faster
2023-11-12 20:44:24779813.12 KB14
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Exact Inference for Integer Latent-Variable Models
ExactInferenceforIntegerLatent-VariableModelsKevinWinner1DeboraSujono1DanSheldon12Abstractever,thissituationisrareandconsequently,muchresearchtodayisdevotedtogeneral-purposeapproximateInferenceGrap...
for Inference Models Exact Integer
2023-11-12 20:44:2211001.74 MB4
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Exact MAP Inference by Avoiding Fractional Vertices
ExactMAPInferencebyAvoidingFractionalVerticesErikM.Lindgren1AlexandrosG.Dimakis1AdamKlivans2AbstracttionisgivenbyGivenagraphicalmodel,oneessentialprob-lemisMAPInference,thatis,ﬁndingthemostlik...
Inference by Map Exact Avoiding
2023-11-12 20:44:21545276.62 KB28
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Dropout Inference in Bayesian Neural Networks with Alpha-divergences
DropoutInferenceinBayesianNeuralNetworkswithAlpha-divergencesYingzhenLi1YarinGal12Abstractinformationcanbeused,forexample,toidentifywhenavi-sionmodelisgivenanadversarialimage(studiedbelow),Toobtain...
Neural Networks Inference with Bayesian
2023-11-12 20:44:1611761.05 MB14
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Bayesian Inference on random simple graphs with power law degree distributions
BayesianInferenceonrandomsimplegraphswithpowerlawdegreedistributionsJuhoLee1CreightonHeaukulani2ZoubinGhahramani23LancelotF.James4SeungjinChoi1Abstractabsenceoflinksbetweenobjectsinthenetwork.Forex...
Inference with on Bayesian random
2023-11-12 20:43:56908731.24 KB8
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