"random"的相关文档 - 文库宝

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标签“random”的相关文档，共45条

State Entropy Maximization with random Encoders for Efficient Exploration
StateEntropyMaximizationwithrandomEncodersforEfﬁcientExplorationYounggyoSeo1LiliChen2JinwooShin1HonglakLee34PieterAbbeel2KiminLee2Abstractproachesencourageagentstovisitdiversestates,butleaveunansw...
for Maximization with random Entropy
2023-11-16 19:41:569605.72 MB26
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Slot Machines Discovering Winning Combinations of random Weights in Neural Networks
SlotMachines:DiscoveringWinningCombinationsofrandomWeightsinNeuralNetworksMaxwellMbabillaAladago1LorenzoTorresani1AbstractLearningtypicallyinvolveseitheroptimizinganetworkfromscratch(Krizhevskyetal...
of random Discovering Machines Winning
2023-11-16 19:41:506051.35 MB13
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Quantization Algorithms for random Fourier Features
QuantizationAlgorithmsforrandomFourierFeaturesXiaoyunLi,PingLiCognitiveComputingLabBaiduResearch10900NE8thStBellevueWA98004USA{lixiaoyun996,pingli98}@gmail.comAbstract1.IntroductionThemethodofrando...
for Algorithms random Features Fourier
2023-11-16 19:28:36606832.7 KB7
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Near-Optimal Confidence Sequences for Bounded random Variables
Near-OptimalConﬁdenceSequencesforBoundedrandomVariablesArunKumarKuchibhotla1QinqingZheng2Abstractsequentialhypothesistestingproblemssuchastestingpos-itivenessofthemean(Zhaoetal.,2016),testingequal...
for Variables random Near-Optimal Confidence
2023-11-16 19:15:335299.1 MB11
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Multi-layered Network Exploration via random Walks From Offline Optimization to Online Learning
Multi-layeredNetworkExplorationviarandomWalks:FromOfﬂineOptimizationtoOnlineLearningXutongLiu1JinhangZuo2XiaoweiChen3WeiChen4JohnC.S.Lui1Abstractusedasaneffectivetoolfornetworkexploration(Lvetal.,...
from via random Exploration Network
2023-11-16 19:15:301090532.63 KB19
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On the random Conjugate Kernel and Neural Tangent Kernel
OntherandomConjugateKernelandNeuralTangentKernelZhengmianHu1HengHuang1Abstractduetothedifﬁcultiesraisedbythenon-convexityofthelossfunctionandthecomplicationofoptimizationmethods.Weinvestigatethedi...
Neural Kernel and on the
2023-11-16 19:15:251628450.89 KB12
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Machine Unlearning for random Forests
MachineUnlearningforrandomForestsJonathanBrophy1DanielLowd1Abstract1.IntroductionRespondingtouserdatadeletionrequests,remov-Recentlegislation(EU,2016;California,2018;Canada,ingnoisyexamples,ordelet...
for random Machine Forests Unlearning
2023-11-16 19:05:1318251.24 MB8
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Adversarial Robustness Guarantees for random Deep Neural Networks
AdversarialRobustnessGuaranteesforrandomDeepNeuralNetworksGiacomoDePalma123BobakT.Kiani34SethLloyd23Abstractanextremelysmallperturbationcanchangethelabelofacorrectlyclassifedimage.Thispropertyposes...
Neural for Adversarial Guarantees Deep
2023-11-16 18:00:281986952.7 KB19
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random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures
randomMatrixTheoryProvesthatDeepLearningRepresentationsofGAN-dataBehaveasGaussianMixturesMohamedElAmineSeddik12CosmeLouart13MohamedTamaazousti1RomainCouillet23Abstractontopofitthatareaccurateforthe...
Learning Matrix Deep random Theory
2023-11-14 21:46:037414.65 MB14
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random Hypervolume Scalarizations for Provable Multi-Objective Black Box Optimization
randomHypervolumeScalarizationsforProvableMulti-ObjectiveBlackBoxOptimizationDanielGolovin1Qiuyi(Richard)Zhang1Abstractcatedlossesusedindeeplearning(LeCunetal.,2015)andreinforcementlearning(Suttone...
for random Multi-objective Provable Black
2023-11-14 21:46:03569461.64 KB5
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random extrapolation for primal-dual coordinate descent
randomextrapolationforprimal-dualcoordinatedescentAhmetAlacaoglu1OlivierFercoq2VolkanCevher1Abstractmization(Shalev-Shwartz&Zhang,2013;Zhang&Xiao,2017),optimizationwithlargenumberofconstraints(Fer-...
for Coordinate Descent random Primal-Dual
2023-11-14 21:46:021652467.32 KB17
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Privately Learning Markov random Fields
PrivatelyLearningMarkovrandomFieldsHuanyuZhang1GautamKamath2JanardhanKulkarni3ZhiweiStevenWu4Abstractanexponentialsamplecomplexityinp),MarkovrandomFields(MRFs)areaparticularfamilyofundirectedgraphi...
Learning Markov random Privately Fields
2023-11-14 21:45:571604345.87 KB29
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Online Convex Optimization in the random Order Model
OnlineConvexOptimizationintherandomOrderModelDanGarber1GalKorcia2KﬁrY.Levy2Abstractpowerfulandpopularparadigmformodelingsequentialpre-dictionproblemsinfaceofuncertainty.ItsmainstrengthOnlineConvex...
Online Optimization the random in
2023-11-14 21:45:381467457.62 KB19
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Non-separable Non-stationary random fields
NonstationaryNonseparablerandomFieldsKangruiWang1OliverHamelijnck12TheodorosDamoulas12MarkSteel2AbstractapplicabletogeneralRDinputspaces.Consideraspatio-temporalstochasticprocessZ(s,t)thathasastati...
random Fields Non-separable Non-stationary
2023-11-14 21:45:251885926.62 KB22
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NetGAN without GAN From random Walks to Low-Rank Approximations
NetGANwithoutGAN:FromrandomWalkstoLow-RankApproximationsLucaRendsburg1HolgerHeidrich1UlrikevonLuxburg12Abstractstructure(suchasthecommunitystructure,thecharacteris-ticpathlengths,etc).Beingabletocr...
from random without to GAN
2023-11-14 21:45:201811863.83 KB19
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Learning to Learn Kernels with Variational random Features
LearningtoLearnKernelswithVariationalrandomFeaturesXiantongZhen12HaoliangSun3YingjunDu2JunXu4YilongYin3LingShao51CeesSnoek2Abstractfromrelatedtaskstoenablefastadaptationtoanewtaskwithalimitedamount...
Learning Variational with random to
2023-11-14 21:44:5811661.63 MB11
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Implicit Regularization of random Feature Models
ImplicitRegularizationofrandomFeatureModelsArthurJacot1BerﬁnS¸ims¸ek12FrancescoSpadaro1Cle´mentHongler1FranckGabriel1Abstractparametersexhibitsaso-called‘double-descent’curveformanymodelsincl...
of Feature Models random Regularization
2023-11-14 21:44:3314061.39 MB12
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Graph random Neural Features for Distance-Preserving Graph Representations
GraphrandomNeuralFeaturesforDistance-PreservingGraphRepresentationsDanieleZambon1CesareAlippi12LorenzoLivi34AbstractWhendatacomeasrealvectors,theseminalpaperbyRahimi&Recht(2008a)providesanefﬁcient...
Neural for Representations Graph random
2023-11-14 21:44:261457869.08 KB22
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Goodness-of-Fit Tests for Inhomogeneous random Graphs
Goodness-of-FitTestsforInhomogeneousrandomGraphsSohamDan1BhaswarB.Bhattacharya2Abstractvertices).However,inthemodernhigh-dimensionalregime[19]thenumberofsamplesmcouldbepotentiallymuchHypothesistest...
for random graphs Goodness-of-Fit Tests
2023-11-14 21:44:2413651.25 MB12
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Generalisation error in learning with random features and the hidden manifold model
GeneralisationerrorinlearningwithrandomfeaturesandthehiddenmanifoldmodelFedericaGerace1BrunoLoureiro1FlorentKrzakala2MarcMézard2LenkaZdeborová1Abstracttiveresearchsubject.Thetraditionallearningth...
Learning with random in Features
2023-11-14 21:44:2014091.12 MB8
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