"over"的相关文档

标签“over”的相关文档，共18条

Spectral vertex sparsifiers and pair-wise spanners over distributed graphs
SpectralVertexSparsiﬁersandPair-WiseSpannersoverDistributedGraphsChunJiangZhu1QinqingLiu2JinboBi2Abstract2020;Zhengetal.,2020;Chenetal.,2020).Graphsparsiﬁcationisapowerfultooltoapprox-Givenagraph...
and Spectral over Vertex sparsifiers
2023-11-16 19:41:5514671.01 MB22
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Reasoning over Virtual Knowledge Bases With Open Predicate Relations
ReasoningoverVirtualKnowledgeBasesWithOpenPredicateRelationsHaitianSun1PatVerga2BhuwanDhingra2RuslanSalakhutdinov1WilliamW.Cohen2AbstractAnalternativetoextractinginformationtoaugmentexistingKBsreli...
with Reasoning Knowledge over Bases
2023-11-16 19:28:231923657.94 KB16
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Newton Method over Networks is Fast up to the Statistical Precision
NewtonMethodoverNetworksisFastuptotheStatisticalPrecisionAmirDaneshmand1GesualdoScutari1PavelDvurechensky23AlexanderGasnikov43Abstractwhere:Rd×Z→Risthelossfunction,assumedtobe(strongly)convexinx,...
Networks Newton Fast Method is
2023-11-16 19:15:37618486.91 KB27
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Learning Generalized Intersection over Union for Dense Pixelwise Prediction
LearningGeneralizedIntersectionoverUnionforDensePixelwisePredictionJiaqianYu1JingtaoXu1YiweiChen1WeimingLi1QiangWang1ByungInYoo2Jae-JoonHan2Abstract(a)Non-overlapcasesIntersectionoverunion(IoU)scor...
Learning for Generalized Union over
2023-11-16 19:05:00509782.18 KB3
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Characterizing Fairness over the Set of Good Models Under Selective Labels
CharacterizingFairnessovertheSetofGoodModelsUnderSelectiveLabelsAmandaCoston1AsheshRambachan2AlexandraChouldechova3Abstractousmethodsforlearninganewthebestperformingmodelamongthosethatsatisfyachose...
of the Set Good Fairness
2023-11-16 18:11:19629413.99 KB3
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Bayesian Optimization over Hybrid Spaces
BayesianOptimizationoverHybridSpacesAryanDeshwal1SyrineBelakaria1JanardhanRaoDoppa1AbstractBelakariaetal.,2019;Zhouetal.,2020;Belakariaetal.,2020e;c;a;f).ThekeyideabehindBOistolearnasurrogateWecons...
Optimization Bayesian Spaces Hybrid over
2023-11-16 18:07:4317125.16 MB2
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Auto-NBA Efficient and Effective Search over the Joint Space of Networks, Bitwidths, and Accelerators
Auto-NBA:EfﬁcientandEffectiveSearchovertheJointSpaceofNetworks,Bitwidths,andAcceleratorsYongganFu1YonganZhang1YangZhang2DavidCox2YingyanLin1Abstractacceleratorefﬁciency.Ourcodesareavailableat:htt...
Efficient and the Search Effective
2023-11-16 18:07:4018821.93 MB11
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Time Series Deconfounder Estimating Treatment Effects over Time in the Presence of Hidden Confounders
TimeSeriesDeconfounder:EstimatingTreatmentEffectsoverTimeinthePresenceofHiddenConfoundersIoanaBica12AhmedM.Alaa3MihaelavanderSchaar234Abstract&Saria,2017;Limetal.,2018;Bicaetal.,2020a).Exist-ingmet...
Time Series Estimating treatment over
2023-11-14 21:46:4716621.69 MB22
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Quantized Decentralized Stochastic Learning over Directed Graphs
QuantizedDecentralizedStochasticLearningoverDirectedGraphsHosseinTaheri1AryanMokhtari2HamedHassani3RamtinPedarsani1Abstractdecentralizedlearningistooptimizeafunctionf:Rd→Rdeﬁnedastheaverageoffunc...
Learning Stochastic graphs Decentralized Quantized
2023-11-14 21:46:01859583.22 KB13
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Distributed Online Optimization over a Heterogeneous Network
DistributedOnlineOptimizationoveraHeterogeneousNetworkNimaEshraghi1BenLiang1Abstract2013),networking(Shietal.,2018),andmachinelearning(Shalev-Shwartz,2012).Indistributedonlineoptimizationoveracom-p...
Online Distributed Optimization Network over
2023-11-14 21:43:511317559.22 KB11
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Bayesian Optimisation over Multiple Continuous and Categorical Inputs
BayesianOptimisationoverMultipleContinuousandCategoricalInputsBinxinRu∗1AhsanS.Alvi∗1VuNguyen1MichaelA.Osborne1StephenJRoberts1AbstractForexample,withadeepneuralnetwork,wemaywanttoadjustthelearni...
and Bayesian Multiple Continuous Optimisation
2023-11-14 21:43:13836798.79 KB3
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Sublinear Time Nearest Neighbor Search over Generalized Weighted Space
SublinearTimeNearestNeighborSearchoverGeneralizedWeightedSpaceYifanLei1QiangHuang1MohanKankanhalli1AnthonyK.H.Tung1AbstractForexample,underthespeciﬁcsettingthatwi=1,∀i,theproblemofNNSoverL2distan...
Time Search Generalized Sublinear Nearest
2023-11-13 14:48:401863523.58 KB8
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Learning a Prior over Intent via Meta-Inverse Reinforcement Learning
LearningaPrioroverIntentviaMeta-InverseReinforcementLearningKelvinXu1EllisRatner1AncaDragan1SergeyLevine1ChelseaFinn1AbstractFigure1.Adiagramofourmeta-inverseRLapproach.Ourap-proachattemptstoremedy...
Learning Reinforcement via Prior over
2023-11-13 14:47:3516294.77 MB21
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Exploring interpretable LSTM neural networks over multi-variable data
ExploringInterpretableLSTMNeuralNetworksoverMulti-VariableDataTianGuo1TaoLin2NinoAntulov-Fantulin1AbstractInadditiontoforecasting,interpretableRNNsaredesir-ableforgaininginsightsintotheimportantpar...
Neural Networks Exploring Interpretable LSTM
2023-11-13 14:47:0613391.04 MB1
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Distributed Learning over Unreliable Networks
DistributedLearningoverUnreliableNetworksChenYu1HanlinTang1CedricRenggli2SimonKassing2AnkitSingla2DanAlistarh3CeZhang2JiLiu41AbstractFigure1:Anillustrationofthecommunicationpatternofdistributedlear...
Learning Networks Distributed over Unreliable
2023-11-13 14:46:561352836.03 KB21
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AdaGrad Stepsizes Sharp Convergence over Nonconvex Landscapes
AdaGradStepsizes:SharpConvergenceoverNonconvexLandscapesRachelWard12XiaoxiaWu12LéonBottou2AbstractcanbeapproximatedbytheaverageofalargenumberAdaptivegradientmethodssuchasAdaGradandnofcomponentfunc...
Convergence Nonconvex Sharp Adagrad over
2023-11-13 14:46:188822.03 MB19
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Testing Sparsity over Known and Unknown Bases
TestingSparsityoverKnownandUnknownBasesSiddharthBarman1ArnabBhattacharyya1SuprovatGhoshal1AbstractAsevidentfromthesesurveys,researchinpropertytestinghaslargelyfocusedonpropertiesofcombinatorialanda...
and Sparsity Testing over unknown
2023-11-13 12:00:49509633.15 KB27
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Learning Steady-States of Iterative Algorithms over Graphs
LearningSteady-StatesofIterativeAlgorithmsoverGraphsHanjunDai1ZornitsaKozareva2BoDai1AlexanderJ.Smola2LeSong13Abstracttheresultsoftheaggregationoperator.Moregenerally,theintermediaterepresentationh...
Learning of Algorithms graphs Iterative
2023-11-13 12:00:006383.09 MB11
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