"Perspective"的相关文档

标签“Perspective”的相关文档，共18条

GMAC A Distributional Perspective on Actor-Critic Framework
GMAC:ADistributionalPerspectiveonActor-CriticFrameworkDanielWontaeNam1YounghoonKim1ChanY.Park1Abstract(a)TheobservationinputInthispaper,wedeviseadistributionalframe-(b)Theevaluatedvaluedistribution...
on Perspective Distributional Framework Actor-Critic
2023-11-16 18:46:4812891.76 MB12
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Class2Simi A Noise Reduction Perspective on Learning with Noisy Labels
Class2Simi:ANoiseReductionPerspectiveonLearningwithNoisyLabelsSonghuaWu1XiaoboXia1TongliangLiu1BoHan2MingmingGong3NannanWang4HaifengLiu5GangNiu6Abstractdealwiththelabelnoiseprobleminpointwisemanner...
Learning with on Reduction Perspective
2023-11-16 18:11:20831994.26 KB4
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ACE Explaining cluster from an adversarial Perspective
ACE:ExplainingclusterfromanadversarialPerspectiveYangYoungLu1TimothyC.Yu2GiancarloBonora1WilliamStaffordNoble13Abstractcorrespondtofeaturesofthosecells(geneexpressionval-ues,methylationevents,etc.)...
from Adversarial An Perspective Explaining
2023-11-16 18:00:2219646.62 MB1
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A Functional Perspective on Learning Symmetric Functions with Neural Networks
AFunctionalPerspectiveonLearningSymmetricFunctionswithNeuralNetworksAaronZweig1JoanBruna12AbstractSuchsymmetricfunctionsappearnaturallyacrossseveraldomains,includingparticlephysics,computergraphics...
Learning with on Functions Symmetric
2023-11-16 17:52:021476547.22 KB10
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A statistical Perspective on distillation
AStatisticalPerspectiveonDistillationAdityaKrishnaMenon1AnkitSinghRawat1SashankJ.Reddi1SeungyeonKim1SanjivKumar1Abstractetal.,2019).OnecommonlyacceptedintuitionfromHintonetal.(2015)isthattheteacher...
on Statistical Perspective Distillation
2023-11-16 17:51:5919003.16 MB24
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A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning
ARepresentationLearningPerspectiveontheImportanceofTrain-ValidationSplittinginMeta-LearningNikunjSaunshi1ArushiGupta1WeiHu1Abstractfrommany“train”taskstolearnausefulpriorthatcanhelpsolvenew“test...
Learning of on the Representation
2023-11-16 17:51:5713421.28 MB7
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Towards Adaptive Residual Network Training A Neural-ODE Perspective
TowardsAdaptiveResidualNetworkTraining:ANeural-ODEPerspectiveChengyuDong1LiyuanLiu2ZichaoLi1JingboShang1Abstractisnotnew(Changetal.,2017;Wenetal.,2019),butthedynamicsofgrowingispoorlyunderstood.Inp...
Adaptive Network Perspective Towards Training
2023-11-14 21:46:4912831.88 MB6
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Minimax Pareto Fairness A Multi Objective Perspective
MinimaxParetoFairness:AMultiObjectivePerspectiveNataliaMartinez1MartinBertran1GuillermoSapiro1Abstractgorithmswhoseoutputsareindependentofthesensitiveattributegiventheobjective’sgroundtruth(e.g.,E...
Fairness Minimax Perspective Objective Pareto
2023-11-14 21:45:1014431.18 MB27
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An Optimistic Perspective on Offline Deep Reinforcement Learning
AnOptimisticPerspectiveonOfﬂineReinforcementLearningRishabhAgarwal1DaleSchuurmans12MohammadNorouzi1Abstractunsafe,orrequireahigh-ﬁdelitysimulatorthatisoftendifﬁ-culttobuild(Dulac-Arnoldetal.,201...
An Reinforcement on Deep Perspective
2023-11-14 21:43:0610131.06 MB10
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Variational Annealing of GANs A Langevin Perspective
VariationalAnnealingofGANs:ALangevinPerspectiveChenyangTao1ShuyangDai1LiqunChen1KeBai1JunyaChen12ChangLiu13RuiyiZhang1GeorgiyBobashev4LawrenceCarin1Abstractapre-speciﬁedsimpledistributionq(z)throu...
of Variational GANs Langevin Perspective
2023-11-13 14:48:5610113.02 MB27
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Probability Functional Descent A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning
ProbabilityFunctionalDescent:AUnifyingPerspectiveonGANs,VariationalInference,andReinforcementLearningCaseyChu1JoseBlanchet2PeterGlynn2Abstractreinforcementlearning.Thegoalofthispaperistoprovideauni...
Unifying Descent on GANs Perspective
2023-11-13 14:48:17766310.25 KB10
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Neural Network Attributions A Causal Perspective
NeuralNetworkAttributions:ACausalPerspectiveAdityaChattopadhyay1PiyushiManupriya2AnirbanSarkar2VineethNBalasubramanian2Abstractwayforanewparadigm,“explainablemachinelearning”.Weproposeanewattribu...
Neural Causal Network Perspective Attributions
2023-11-13 14:47:586142.89 MB16
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A Kernel Perspective for Regularizing Deep Neural Networks
AKernelPerspectiveforRegularizingDeepNeuralNetworksAlbertoBietti1GrégoireMialon12DexiongChen1JulienMairal1Abstractsuchkernels,theRKHScontainsindeeddeepconvolutionalnetworkssimilartogenericones—up...
Neural for Kernel Networks Deep
2023-11-13 14:46:12856347.91 KB9
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A Dynamical Systems Perspective on Nesterov Acceleration
ADynamicalSystemsPerspectiveonNesterovAccelerationMichaelMuehlebach1MichaelI.Jordan1Abstractbeenmanyattemptstounderstandandcharacterizethephe-nomenon.Bubecketal.(2015)suggestamodiﬁcationofWepresen...
on Systems Nesterov Dynamical Perspective
2023-11-13 14:46:125511010.61 KB10
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A Deep Reinforcement Learning Perspective on Internet Congestion Control
ADeepReinforcementLearningPerspectiveonInternetCongestionControlNathanJay1NogaH.Rotman2P.BrightenGodfrey1MichaelSchapira2AvivTamar3AbstractFigure1:MultipletrafﬁcﬂowssharingalinkWepresentandinvest...
Learning Reinforcement on Deep Perspective
2023-11-13 14:46:11604871.13 KB15
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Learning to Explain An Information-Theoretic Perspective on Model Interpretation
LearningtoExplain:AnInformation-TheoreticPerspectiveonModelInterpretationJianboChen12LeSong34MartinJ.Wainwright15MichaelI.Jordan1Abstractisfeatureselection,whichselectsasubsetoffeaturesthatareusefu...
Learning An on to Perspective
2023-11-13 12:00:0014062.11 MB2
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A Distributional Perspective on Reinforcement Learning
ADistributionalPerspectiveonReinforcementLearningMarcG.Bellemare1WillDabney1Re´miMunos1Abstractmentlearning.Speciﬁcally,themainobjectofourstudyistherandomreturnZwhoseexpectationisthevalueQ.ThisIn...
Learning Reinforcement on Perspective Distributional
2023-11-12 20:45:339621.13 MB23
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Sketched Ridge Regression Optimization Perspective, Statistical Perspective, and Model Averaging
SketchedRidgeRegression:OptimizationPerspective,StatisticalPerspective,andModelAveragingShusenWang1AlexGittens2MichaelW.Mahoney1Abstractlemwhilegreatlymitigatingthestatisticalrisksincurredbysketchi...
Optimization and Regression Statistical Ridge
2023-11-12 20:45:151102584.01 KB4
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