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标签“Structured”的相关文档，共43条

Tractable Structured natural-gradient descent using local parameterizations
TractableStructuredNatural-GradientDescentUsingLocalParameterizationsWuLin1FrankNielsen2MohammadEmtiyazKhan3MarkSchmidt14AbstractFinally,manyrobustorglobaloptimizationtechniquesem-ployq(w)tosmootho...
Using Descent Local Structured Tractable
2023-11-16 19:42:1214972.69 MB27
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Structured World Belief for Reinforcement Learning in POMDP
StructuredWorldBeliefforReinforcementLearninginPOMDPGautamSingh1SkandPeri1JunghyunKim1HyunseokKim2SungjinAhn13Abstractgeneralizationtonovelscenes(Chenetal.,2020).Object-centricworldmodelsprovidestr...
Learning for Reinforcement in Structured
2023-11-16 19:41:5913961.01 MB18
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Structured Convolutional Kernel Networks for Airline Crew Scheduling
StructuredConvolutionalKernelNetworksforAirlineCrewSchedulingYassineYaakoubi12FrançoisSoumis1SimonLacoste-Julien†23Abstractlarge-scalemonthlyCPPs(upto50,000ﬂights)andbuild-ingonthecolumngenerati...
for Kernel Networks Convolutional Structured
2023-11-16 19:41:591000377.11 KB11
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Problem Dependent View on Structured Thresholding Bandit Problems
ProblemDependentViewonStructuredThresholdingBanditProblemsJamesCheshire1PierreMe´nard1AlexandraCarpentier1Abstractoferror-i.e.theprobabilitythatthelearnermis-classiﬁesatleastonearm-andconsiderthe...
on Thresholding Bandit Structured Problem
2023-11-16 19:28:321104359.79 KB22
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Learning Randomly Perturbed Structured Predictors for Direct Loss Minimization
LearningRandomlyPerturbedStructuredPredictorsforDirectLossMinimizationHeddaCohenIndelman1TamirHazan1Abstractgradientsoftwopredictedstructures:overtheoriginallossfunctionandoveraperturbedlossfunctio...
Learning for Structured Direct Perturbed
2023-11-16 19:05:031400725.36 KB17
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Exploiting Structured data for learning contagious diseases under incomplete testing
ExploitingStructuredDataForLearningContagiousDiseasesUnderIncompleteTestingMaggieMakar1LaurenWest2DavidHooper2EricHorvitz3EricaShenoy2JohnGuttag1Abstractiidassumptioncentraltomostmachinelearningmet...
Learning for Data Structured Exploiting
2023-11-16 18:38:05986446.8 KB29
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Deep Reinforcement Learning amidst Continual Structured Non-Stationarity
DeepReinforcementLearningamidstContinualStructuredNon-StationarityAnnieXie1JamesHarrison1ChelseaFinn1Abstractstationaritymanifestsitselfinchangingterrainsandweatherconditions.Insomesituations,notev...
Learning Reinforcement Deep Continual Structured
2023-11-16 18:31:0216781.8 MB11
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A Structured Observation Distribution for Generative Biological Sequence Prediction and Forecasting
AStructuredObservationDistributionforGenerativeBiologicalSequencePredictionandForecastingEliN.Weinstein1DeboraS.Marks23Abstractsequencedata,makingpredictionsaboutunobservedorfu-turesequences,andgen...
for Generative Sequence Distribution Structured
2023-11-16 17:51:5911093.61 MB10
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Structured Prediction with Partial Labelling through the Infimum Loss
StructuredPredictionwithPartialLabellingthroughtheInﬁmumLossVivienCabannes1AlessandroRudi1FrancisBach1AbstractPartiallabellinghasbeenstudiedinthecontextofclassiﬁ-cation(Couretal.,2011;Nguyen&Caru...
with the through Prediction Structured
2023-11-14 21:46:371180504.1 KB20
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Structured Policy Iteration for Linear Quadratic Regulator
StructuredPolicyIterationforLinearQuadraticRegulatorYoungsukPark1RyanA.Rossi2ZhengWen3GangWu2HandongZhao2Abstractson&Moore,2007)spanningseveraldecades.Linearquadraticregulator(LQR)isoneoftheThissto...
for Policy Structured Linear Iteration
2023-11-14 21:46:36999396.03 KB5
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Structured Linear Contextual Bandits A Sharp and Geometric Smoothed Analysis
StructuredLinearContextualBandits:ASharpandGeometricSmoothedAnalysisVidyashankarSivakumar12ZhiweiStevenWu2ArindamBanerjee2Abstractselectsacontextxtitfromkavailablecontextsxt,...,xt1kBanditlearninga...
and Contextual Bandits Structured Linear
2023-11-14 21:46:36514279.14 KB14
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Optimization from Structured Samples for Coverage Functions
OptimizationfromStructuredSamplesforCoverageFunctionsWeiChen1XiaomingSun23JialinZhang23ZhijieZhang23Abstracteters.Thecomputationaltaskistooptimizeanobjectivefunctiongivenparametersofthemodel.Onesuc...
for from Optimization Functions Structured
2023-11-14 21:45:441951283.81 KB14
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LP-SparseMAP Differentiable Relaxed Optimization for Sparse Structured Prediction
LP-SparseMAP:DifferentiableRelaxedOptimizationforSparseStructuredPredictionVladNiculae1AndréF.T.Martins123AbstractsleeptheclockaroundBUDGETfactorTREEfactorStructuredpredictorsrequiresolvingacombin...
for Sparse Optimization Differentiable Structured
2023-11-14 21:45:07545340.05 KB24
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Learning Structured Latent Factors from Dependent Data A Generative Model Framework from Information-Theoretic Perspective
LearningStructuredLatentFactorsfromDependentData:AGenerativeModelFrameworkfromInformation-TheoreticPerspectiveRuixiangZhang12MasanoriKoyama3KatsuhikoIshiguro3Abstractbuilt-inratherheuristicwaystoen...
Learning from Data Latent Structured
2023-11-14 21:44:5611641.32 MB7
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Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information
LearningDiscreteStructuredRepresentationsbyAdversariallyMaximizingMutualInformationKarlStratos1SamWiseman2Abstractoverlatentvariableswithoutmodelingrawsignalsbymax-imizingthemutualinformationbetwee...
Learning Representations by Discrete Structured
2023-11-14 21:44:521602314.04 KB12
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Learning and Simulation in Generative Structured World Models
ImprovingGenerativeImaginationinObject-CentricWorldModelsZhixuanLin12Yi-FuWu1SkandPeri1BofengFu13JindongJiang1SungjinAhn14AbstractTable1.Summaryofabilitiesaddressedinthepreviousmodels.Inthetable,‘...
Learning and Generative in Structured
2023-11-14 21:44:5013451.6 MB2
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Consistent Structured Prediction with Max-Min Margin Markov Networks
ConsistentStructuredPredictionwithMax-MinMarginMarkovNetworksAlexNowak-Vila1FrancisBach1AlessandroRudi1Abstractdictionmistakesarenotequallycostly.Insequencepre-diction,forinstance,thenumberofpossib...
with Markov Consistent Prediction Structured
2023-11-14 21:43:3413221.27 MB30
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Causal Inference using Gaussian Processes with Structured Latent Confounders
CausalInferenceusingGaussianProcesseswithStructuredLatentConfoundersSamWitty1KentaTakatsu1DavidJensen1VikashMansinghka2Abstractwhileproducingdifferentestimatesoftheeffectsofanin-tervention.Thisobse...
Using Inference with Gaussian Processes
2023-11-14 21:43:2315451.82 MB29
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Structured agents for physical construction
StructuredagentsforphysicalconstructionVictorBapst1AlvaroSanchez-Gonzalez1CarlDoersch1KimberlyL.Stachenfeld1PushmeetKohli1PeterW.Battaglia1JessicaB.Hamrick1AbstractPhysicalconstructioninvolvescompo...
for Structured Agents Construction physical
2023-11-13 14:48:3915201.07 MB3
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SOLAR Deep Structured Representations for Model-Based Reinforcement Learning
SOLAR:DeepStructuredRepresentationsforModel-BasedReinforcementLearningMarvinZhang1SharadVikram2LauraSmith1PieterAbbeel1MatthewJ.Johnson3SergeyLevine1AbstractFigure1.Ourmethodcanlearnpoliciesforcomp...
for Representations Reinforcement Deep Model-Based
2023-11-13 14:48:358643.5 MB2
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