"Deep"的相关文档

标签“Deep”的相关文档，共250条

Disentangling Trainability and Generalization in Deep Neural Networks
DisentanglingTrainabilityandGeneralizationinDeepNeuralNetworksLechaoXiao1JeffreyPennington1SamuelS.Schoenholz1Abstract2019),andplayinggames(Silveretal.,2018).Histori-cally,therampantsuccessofDeeple...
Neural and Deep in generalization
2023-11-14 21:43:511318653.28 KB20
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Discriminative Jackknife Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions
DiscriminativeJackknife:QuantifyingUncertaintyinDeepLearningviaHigher-OrderInﬂuenceFunctionsAhmedM.Alaa1MihaelavanderSchaar12Abstractsupport(Alaa&vanderSchaar,2017),autonomousve-hicles,andﬁnancia...
Learning Deep in Uncertainty Discriminative
2023-11-14 21:43:5015742.15 MB12
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DeepMatch Balancing Deep Covariate Representations for Causal Inference Using Adversarial Training
DeepMatch:BalancingDeepCovariateRepresentationsforCausalInferenceUsingAdversarialTrainingNathanKallus1Abstract(NNs)holdspromiseinenablingustocontrolforpotentiallycomplexrelationshipsandrichcovariat...
for Representations Deep Causal Balancing
2023-11-14 21:43:461513469.98 KB29
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Deep Reasoning Networks for Unsupervised Pattern De-mixing with Constraint Reasoning
DeepReasoningNetworksforUnsupervisedPatternDe-mixingwithConstraintReasoningDiChen1YiweiBai1WentingZhao1SebastianAment1JohnM.Gregoire2CarlaP.Gomes1Abstract(a)Thetwoground-truthSudokus(b)Inputmixture...
for Networks Deep Unsupervised Reasoning
2023-11-14 21:43:469442.24 MB19
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Deep Reinforcement Learning with Smooth Policy
DeepReinforcementLearningwithSmoothPolicyQianliShen1YanLi2HaomingJiang2ZhaoranWang3TuoZhao2Abstractquiresasigniﬁcantamountoftrainingdata,andsuffersfromnumeroustrainingdifﬁcultiessuchasoverﬁtting...
Learning with Reinforcement Deep Policy
2023-11-14 21:43:465354.4 MB24
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Deep Streaming Label Learning
DeepStreamingLabelLearningZhenWang1LiuLiu1DachengTao1Abstractnon-exclusivelabels.Forexample,adocumentmaybe-longtovarioustopics(Zhang&Zhou,2006;Nametal.,Inmulti-labellearning,eachinstancecanbeas-201...
Learning Deep Label Streaming
2023-11-14 21:43:451429546.94 KB14
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Deep k-NN for Noisy Labels
Deepk-NNforNoisyLabelsDaraBahri1HeinrichJiang1MayaGupta1AbstractistheBayes-optimallabel.Wealsoprovideﬁnite-sampleanalysisintermsofthemarginandhowspread-outthecor-Modernmachinelearningmodelsareofte...
for Deep Labels Noisy k-NN
2023-11-14 21:43:4512925.49 MB18
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Deep Molecular Programming A Natural Implementation of Binary-Weight ReLU Neural Networks
DeepMolecularProgramming:ANaturalImplementationofBinary-WeightReLUNeuralNetworksMarkoVasic1CameronChalk1SarfrazKhurshid1DavidSoloveichik1AbstractChemicalcontrolmodulescompatiblewiththechemicalenvir...
of Deep Natural Programming Molecular
2023-11-14 21:43:451760416.61 KB5
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Deep Gaussian Markov Random Fields
DeepGaussianMarkovRandomFieldsPerSide´n1FredrikLindsten1AbstractMarkovrandomﬁelds(GMRFs)(Rue&Held,2005).GaussianMarkovrandomﬁelds(GMRFs)areInthispaperweshowaformalconnectionbetweenGMRFsprobabili...
Markov Deep Gaussian random Fields
2023-11-14 21:43:455335.92 MB15
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Deep Isometric Learning for Visual Recognition
DeepIsometricLearningforVisualRecognitionHaozhiQi1ChongYou1XiaolongWang12YiMa1JitendraMalik1Abstract(optional)b=1?(?)skipconnectionb=-1Initialization,normalization,andskipconnectionsb=-3arebeliev...
Learning for Deep Recognition Visual
2023-11-14 21:43:455261.15 MB12
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Deep Graph Random Process for Relational-Thinking-Based Speech Recognition
DeepGraphRandomProcessforRelational-Thinking-BasedSpeechRecognitionHengguanHuang1FuzhaoXue1HaoWang2YeWang1Abstractoninnumerableunconsciousperceptspertainingtorela-tionsbetweencurrentsensorysignalsa...
for Graph Deep Process random
2023-11-14 21:43:4419361.07 MB26
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Deep Divergence Learning
DeepDivergenceLearningKubraCilingir1RachelManzelli1BrianKulis1Abstractclassiﬁcation(Davisetal.,2007;Weinberger&Saul,2009;Goldbergeretal.,2004).Thesemethods,knownasMa-Classicallinearmetriclearningm...
Learning Deep Divergence
2023-11-14 21:43:4417421.82 MB12
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Deep Coordination Graphs
DeepCoordinationGraphsWendelinBo¨hmer1VitalyKurin1ShimonWhiteson1AbstractConsequently,thejointvaluefunctioncanbeefﬁcientlymaximizedifeachagentsimplyselectstheactionthatmax-Thispaperintroducesthed...
Deep graphs Coordination
2023-11-14 21:43:441171654.93 KB17
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Curvature-corrected learning dynamics in Deep neural networks
Curvature-correctedlearningdynamicsinDeepneuralnetworksDongsungHuh1AbstractWhilerecentadvancesinapproximateNGDmethods(e.g.K-FAC)havedramaticallyimprovedthecomputationalef-Deepneuralnetworksexhibitc...
Learning Neural Networks Deep in
2023-11-14 21:43:4119552.1 MB6
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Constructive universal distribution generation through Deep ReLU networks
ConstructiveUniversalHigh-DimensionalDistributionGenerationthroughDeepReLUNetworksDmytroPerekrestenko1StephanMu¨ller1HelmutBo¨lcskei12Abstractquence.Here,theinputlayersizeisdeterminedbythedimensi...
Generation Deep through Distribution ReLU
2023-11-14 21:43:351765593.32 KB28
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ConQUR Mitigating Delusional Bias in Deep Q-Learning
ConQUR:MitigatingDelusionalBiasinDeepQ-learningDiJia(Andy)Su12JaydenOoi1TylerLu1DaleSchuurmans13CraigBoutilier1Abstract&Smart,2004;Melo&Ribeiro,2007;Maeietal.,2010;Munosetal.,2016);butitremainsdif...
Deep in Bias Mitigating Q-learning
2023-11-14 21:43:3411041.06 MB4
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Confidence-Aware Learning for Deep Neural Networks
Conﬁdence-AwareLearningforDeepNeuralNetworksJooyoungMoon1JihyoKim1YounghakShin2SangheumHwang13Abstractanoverconﬁdentestimatorthatproducespredictiveproba-bilitieswithhighconﬁdenceevenforincorrect...
Learning Neural for Networks Deep
2023-11-14 21:43:3317991.94 MB18
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Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks
Communication-EfﬁcientDistributedStochasticAUCMaximizationwithDeepNeuralNetworksZhishuaiGuo1MingruiLiu1ZhuoningYuan1LiShen2WeiLiu2TianbaoYang1Abstract1.IntroductionInthispaper,westudydistributedal...
Maximization Distributed with Deep Stochastic
2023-11-14 21:43:306201.52 MB28
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Channel Equilibrium Networks for Learning Deep Representation
ChannelEquilibriumNetworksforLearningDeepRepresentationWenqiShao1ShitaoTang2XingangPan3PingTan2XiaogangWang1PingLuo4Abstractareimportantcomponentsforawiderangeoftaskssuchasimageclassiﬁcation(Ioffe...
Learning for Networks Deep Equilibrium
2023-11-14 21:43:2513091.05 MB4
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Can Increasing Input Dimensionality Improve Deep Reinforcement Learning
CanIncreasingInputDimensionalityImproveDeepReinforcementLearning?KeiOta1TomoakiOiki1DeveshK.Jha2ToshisadaMariyama1DanielNikovski2Abstract1.IntroductionDeepreinforcementlearning(RL)algorithmsDeeprei...
Reinforcement Deep Can Input Dimensionality
2023-11-14 21:43:2213093.31 MB28
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