"Programs"的相关文档

标签“Programs”的相关文档，共10条

Unitary Branching Programs Learnability and Lower Bounds
UnitaryBranchingPrograms:LearnabilityandLowerBoundsFidelErnestoD´ıazAndino1MariaKokkou2MateusdeOliveiraOliveira3FarhadVadiee3AbstractdepthBooleancircuitscanbecomputedbywidth-5branch-ingProgramsof...
and Programs bounds Unitary Lower
2023-11-16 19:42:19742393.46 KB21
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Tensor Programs IV Feature Learning in Infinite-Width Neural Networks
TensorProgramsIV:FeatureLearninginInﬁnite-WidthNeuralNetworksGregYang1EdwardJ.Hu23AbstractFigure1.PCAofWord2VecembeddingsoftopUScitiesandstates,forNTK,width-64,andwidth-∞featurelearningnetworksAs...
Learning Feature in IV Tensor
2023-11-16 19:42:0319741.06 MB26
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Tensor Programs IIb Architectural Universality Of Neural Tangent Kernel Training Dynamics
TensorProgramsIIb:ArchitecturalUniversalityofNeuralTangentKernelTrainingDynamicsGregYang1EtaiLittwin2AbstractIn(Yang,2020a),theNTKINITpropertywasproventoholdforstandardarchitectures,meaninganycompo...
of Neural Tensor Programs Universality
2023-11-16 19:42:0217771.2 MB2
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Probabilistic Programs with Stochastic Conditioning
ProbabilisticProgramswithStochasticConditioningDavidTolpin1YuanZhou2TomRainforth3HongseokYang4Abstracttheprobability(massordensity)oftheobservationgiventhedistributionisusedininference(Carpentereta...
with Stochastic Probabilistic Programs Conditioning
2023-11-16 19:28:319131.83 MB10
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Principal Component Hierarchy for Sparse Quadratic Programs
PrincipalComponentHierarchyforSparseQuadraticProgramsRobbieVreugdenhil1VietAnhNguyen23ArminEftekhari4PeymanMohajerinEsfahani1Abstractspeciﬁcally,weconsidertheproblemWeproposeanovelapproximationhie...
for Sparse Principal Component Programs
2023-11-16 19:28:30928782.43 KB29
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How could Neural Networks understand Programs
HowcouldNeuralNetworksunderstandPrograms?DinglanPeng1ShuxinZheng2YataoLi2GuolinKe2DiHe2Tie-YanLiu2Abstract1.IntroductionSemanticunderstandingofProgramsisafunda-Modernsoftwaretypicallycontainstonsof...
Neural Networks How Programs Understand
2023-11-16 18:46:561251519.43 KB9
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Automatic Reparameterisation of Probabilistic Programs
AutomaticReparameterisationofProbabilisticProgramsMariaI.Gorinova1DaveMoore2MatthewD.Hoffman2Abstractparameterisation(CP).Ifweinsteadworkwithanauxil-iary,standardnormalvariablez˜∼N(0,1),andobtain...
of Automatic Probabilistic Programs Reparameterisation
2023-11-14 21:43:107952.43 MB7
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Synthesizing Programs for Images using Reinforced Adversarial Learning
SynthesizingProgramsforImagesusingReinforcedAdversarialLearningYaroslavGanin1TejasKulkarni2IgorBabuschkin2S.M.AliEslami2OriolVinyals2AbstractFigure1.SPIRALtakesasinputeitherrandomnoiseorimagesandit...
for Using Adversarial Programs Images
2023-11-13 12:00:4816402.31 MB8
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Sound Abstraction and Decomposition of Probabilistic Programs
SoundAbstractionandDecompositionofProbabilisticProgramsStevenHoltzen1GuyVandenBroeck1ToddMillstein1Abstractindependencesthatcanspeedupinferencebyfactorization;forexample,low-widthtreedecompositions...
of and Probabilistic Programs Decomposition
2023-11-13 12:00:41972288.64 KB18
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Differentiable Programs with Neural Libraries
DifferentiableProgramswithNeuralLibrariesAlexanderL.Gaunt1MarcBrockschmidt1NateKushman1DanielTarlow2Abstractexplorepotentialadvantagesofthisclassofhybridmodeloverpurelyneuralsystems,withaparticular...
Neural with Differentiable Programs Libraries
2023-11-12 20:44:1311482.28 MB14
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