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标签“Fast”的相关文档，共74条

Fast OSCAR and OWL with Safe Screening Rules
FastOSCARandOWLRegressionviaSafeScreeningRulesRunxueBao1BinGu2HengHuang12Abstractwithoutanypriorinformationoffeaturegroups.Remark-ably,(Buetal.,2019)concludedthatithastwogoodproper-OrderedWeightedL...
and with Fast Safe Screening
2023-11-14 21:44:121040437.95 KB30
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Fast Learning of Graph Neural Networks with Guaranteed Generalizability One-hidden-layer Case
FastLearningofGraphNeuralNetworkswithGuaranteedGeneralizability:One-hidden-layerCaseShuaiZhang1MengWang1SijiaLiu2Pin-YuChen3JinjunXiong3Abstract1.IntroductionAlthoughgraphneuralnetworks(GNNs)haveGr...
Learning of Neural Networks with
2023-11-14 21:44:12652739.83 KB18
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Fast Deterministic CUR Matrix Decomposition with Accuracy Assurance
FastDeterministicCURMatrixDecompositionwithAccuracyAssuranceYasutoshiIda12SekitoshiKanai1YasuhiroFujiwara3TomoharuIwata3KohTakeuchi24HisashiKashima24Abstractthedatamatrix.Namely,thedecomposedmatric...
Matrix with Fast Decomposition Accuracy
2023-11-14 21:44:111736445.98 KB19
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Fast Differentiable Sorting and Ranking
FastDifferentiableSortingandRankingMathieuBlondel1OlivierTeboul1QuentinBerthet1JosipDjolonga1Abstractarchitecturesforwhichagradientcanbecomputed.Thesortingoperationisoneofthemostcom-Wefocusinthispa...
and Fast Differentiable Ranking Sorting
2023-11-14 21:44:119351.04 MB24
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Fast computation of Nash Equilibria in Imperfect Information Games
FastComputationofNashEquilibriainImperfectInformationGamesRemiMunos1JulienPerolat1Jean-BaptisteLespiau1MarkRowland1BartDeVylder1MarcLanctot1FinbarrTimbers1DanielHennes1ShayeganOmidshaﬁei1AudrunasG...
of in Fast Computation Nash
2023-11-14 21:44:111355364.28 KB15
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Fast and Consistent Learning of Hidden Markov Models by Incorporating Non-Consecutive Correlations
FastandConsistentLearningofHiddenMarkovModelsbyIncorporatingNon-ConsecutiveCorrelationsRobertMattila1CristianR.Rojas1EricMoulines23VikramKrishnamurthy4BoWahlberg1Abstractcomputationalbiology(Durbin...
Learning of and Hidden Markov
2023-11-14 21:44:11590580.64 KB4
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Fast and Three-rious Speeding Up Weak Supervision with Triplet Methods
FastandThree-rious:SpeedingUpWeakSupervisionwithTripletMethodsDanielY.Fu1MayeeF.Chen1FredericSala1SarahM.Hooper2KayvonFatahalian1ChristopherRe´1Abstract2012);itdrivesapplicationsusedbybillionsofpe...
and Fast Weak Up Supervision
2023-11-14 21:44:108752.07 MB23
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Fast and Private Submodular and $k$-Submodular Functions Maximization with Matroid Constraints
FastandPrivateSubmodularandk-SubmodularFunctionsMaximizationwithMatroidConstraintsAkbarRaﬁey1YuichiYoshida2AbstractcombinatorialoptimizationproblemsincludingtheMaxi-mumCoverage,MaximumCut,andFacil...
Submodular Maximization and Fast Functions
2023-11-14 21:44:10629309.81 KB1
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Fast Adaptation to New Environments via Policy-Dynamics Value Functions
FastAdaptationtoNewEnvironmentsviaPolicy-DynamicsValueFunctionsRobertaRaileanu1MaxGoldstein1ArthurSzlam2RobFergus1Abstractmighthavetoadjustitsbehaviordependingonweathercon-ditions,oraprostheticcont...
Adaptation via Fast to New
2023-11-14 21:44:1011048.6 MB15
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Einsum Networks Fast and Scalable Learning of Tractable Probabilistic Circuits
EinsumNetworks:FastandScalableLearningofTractableProbabilisticCircuitsRobertPeharz1StevenLang2AntonioVergari3KarlStelzner2AlejandroMolina2MartinTrapp4GuyVandenBroeck3KristianKersting2ZoubinGhahrama...
Learning of Networks and Fast
2023-11-14 21:44:015344.93 MB22
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Differentiable Likelihoods for Fast Inversion of Likelihood-Free Dynamical Systems
DifferentiableLikelihoodsforFastInversionof‘Likelihood-Free’DynamicalSystemsHansKersting123NicholasKra¨mer1MartinSchiegg3ChristianDaniel3MichaelTiemann3PhilippHennig12AbstractFigure1.Inferenceon...
of for Fast Differentiable Likelihood-Free
2023-11-14 21:43:4817771.31 MB7
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Amortized Finite Element Analysis for Fast PDE-Constrained Optimization
AmortizedFiniteElementAnalysisforFastPDE-ConstrainedOptimizationTianjuXue1AlexBeatson2SigridAdriaenssens1RyanP.Adams2AbstractbyPDEs.Commonexamplesincludeoptimaldesign,op-timalcontrol,andtheidentiﬁ...
for Analysis Fast Finite Amortized
2023-11-14 21:43:0414671001.9 KB12
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Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition
AdaptiveSketchingforFastandConvergentCanonicalPolyadicDecompositionKareemS.Aggour1AlexGittens2BülentYener2Abstractcommunitieshasarisenthatattemptstoincreasethescala-bilityoftensordecompositionalgo...
Adaptive for and Fast Canonical
2023-11-14 21:42:59517935.87 KB2
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The Kernel Interaction Trick Fast Bayesian Discovery of Pairwise Interactions in High Dimensions
TheKernelInteractionTrick:FastBayesianDiscoveryofPairwiseInteractionsinHighDimensionsRajAgrawal1JonathanH.Huggins2BrianL.Trippe1TamaraBroderick1Abstractsearchersseektocharacterizehowindividual-leve...
Kernel Discovery the Bayesian Fast
2023-11-13 14:48:467711.07 MB13
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Submodular Maximization beyond Non-negativity Guarantees, Fast Algorithms, and Applications
SubmodularMaximizationbeyondNon-negativity:Guarantees,FastAlgorithms,andApplicationsChristopherHarshaw1MoranFeldman2JustinWard3AminKarbasi4Abstract1.IntroductionItisgenerallybelievedthatsubmodularf...
Submodular Maximization Algorithms Guarantees Beyond
2023-11-13 14:48:401664653.91 KB5
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Learning Fast Algorithms for Linear Transforms Using Butterfly Factorizations
LearningFastAlgorithmsforLinearTransformsUsingButterﬂyFactorizationsTriDao1AlbertGu1MatthewEichhorn2AtriRudra2ChristopherRe´1Abstractturegeneration,andkernelapproximation,toimageandlanguagemodeli...
Learning for Using Algorithms Fast
2023-11-13 14:47:381450491.89 KB17
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Ithemal Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks
Ithemal:Accurate,PortableandFastBasicBlockThroughputEstimationusingDeepNeuralNetworksCharithMendis1AlexRenda1SamanAmarasinghe1MichaelCarbin1Abstractallocationandinstructionscheduling(Lozanoetal.,20...
and Portable Block Fast Accurate
2023-11-13 14:47:331321657.09 KB2
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Fast Rates for a kNN Classifier Robust to Unknown Asymmetric Label Noise
FastRatesforakNNClassiﬁerRobusttoUnknownAsymmetricLabelNoiseHenryW.J.Reeve1AtaKaba´n1Abstractetal.,2018).InthissettingtheclassicalkNNalgorithmisnolongerconsistent(seeSection5).Mostexistingtheoret...
for Robust Fast Classifier to
2023-11-13 14:47:11706367.23 KB3
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Fast Direct Search in an Optimally Compressed Continuous Target Space for Efficient Multi-Label Active Learning
FastDirectSearchinanOptimallyCompressedContinuousTargetSpaceforEfﬁcientMulti-LabelActiveLearningWeishiShi1QiYu1Abstractretrievalandorganization.UsersfromQ&Awebsites,suchasstackoverﬂowandQuora,are...
An in Fast Compressed Search
2023-11-13 14:47:1014091.31 MB23
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Fast Context Adaptation via Meta-Learning
FastContextAdaptationviaMeta-LearningLuisaZintgraf1KyriacosShiarlis12VitalyKurin12KatjaHofmann3ShimonWhiteson12AbstractMAMListrainedwithaninterleavedtrainingprocedure,comprisedofinnerloopandouterlo...
Adaptation via Fast Meta-Learning Context
2023-11-13 14:47:10518633.74 KB30
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