"Dynamics"的相关文档 - 文库宝

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标签“Dynamics”的相关文档，共31条

Understanding the Dynamics of Gradient Flow in Overparameterized Linear models
UnderstandingtheDynamicsofGradientFlowinOverparameterizedLinearModelsSalmaTarmoun12GuilhermeFranc¸a13BenjaminHaeffele14Rene´Vidal14AbstractathoroughanalysisoftheDynamicsofoptimizationmeth-ods,suc...
of Gradient the in Understanding
2023-11-16 19:42:181229544.93 KB7
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Understanding self-supervised learning Dynamics without contrastive pairs
UnderstandingSelf-SupervisedLearningDynamicswithoutContrastivePairsYuandongTian1XinleiChen1SuryaGanguli12Abstractquiringexpensivetargetlabels(Devlinetal.,2018).Manystate-of-the-artSSLmethodsincompu...
Learning without Self-supervised Understanding Dynamics
2023-11-16 19:42:1715214.16 MB5
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Prediction-Centric Learning of Independent Cascade Dynamics from Partial Observations
Prediction-CentricLearningofIndependentCascadeDynamicsfromPartialObservationsMateuszWilinski1AndreyY.Lokhov1AbstractThismotivatesthedevelopmentofefﬁcientalgorithmsthatcaninfertheeffectivespreading...
Learning of from Dynamics Independent
2023-11-16 19:28:307743.27 MB26
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Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations
InferringLatentDynamicsUnderlyingNeuralPopulationActivityviaNeuralDifferentialEquationsTimothyDoyeonKim1ThomasZhihaoLuo1JonathanW.Pillow12CarlosD.Brody13Abstractaneuralpopulationcancoordinatemoveme...
Neural Population Latent Dynamics Inferring
2023-11-16 18:47:037743.03 MB24
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Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning
GroundingLanguagetoEntitiesandDynamicsforGeneralizationinReinforcementLearningAustinW.Hanjie1VictorZhong2KarthikNarasimhan1AbstractunseenentitiesorDynamics(Narasimhanetal.,2018;Zhongetal.,2020).Whi...
for and to Language Dynamics
2023-11-16 18:46:5112882.19 MB21
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Generative Adversarial Networks for Markovian Temporal Dynamics Stochastic Continuous Data Generation
GenerativeAdversarialNetworksforMarkovianTemporalDynamics:StochasticContinuousDataGenerationSungWooPark1DongWookShu1JunseokKwon1AbstractprobabilitydistributionXt∼pt,whichhasthefollowingformulation...
for Networks Adversarial Generative Temporal
2023-11-16 18:46:4510093.32 MB4
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Dataset Dynamics via Gradient Flows in Probability Space
DatasetDynamicsviaGradientFlowsinProbabilitySpaceDavidAlvarez-Melis1Nicolo`Fusi1Abstract2019),datasetpooling,orinstancemixing(Zhangetal.,2018).Ontheotherhand—andourprincipalmotivationinVariousmach...
Gradient via in Flows Probability
2023-11-16 18:30:5717055.05 MB4
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Data-driven Prediction of General Hamiltonian Dynamics via Learning Exactly-Symplectic Maps
Data-drivenPredictionofGeneralHamiltonianDynamicsviaLearningExactly-SymplecticMapsRenyiChen1MoleiTao1Abstract1.IntroductionWeconsiderthelearningandpredictionofnon-Givenacollectionofsequences,eachbe...
of via Prediction General Hamiltonian
2023-11-16 18:30:5617912.46 MB5
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Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks
ControllingGraphDynamicswithReinforcementLearningandGraphNeuralNetworksEliA.Meirom1HaggaiMaron1ShieMannor1GalChechik1AbstractFigure1.Aviralinfectionprocessonagraphandaninterventionaimedtostopitsspr...
Learning and with Reinforcement Graph
2023-11-16 18:11:159641.96 MB5
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Better Training using Weight-Constrained Stochastic Dynamics
BetterTrainingusingWeight-ConstrainedStochasticDynamicsBenedictLeimkuhler1TiffanyVlaar1Timothe´ePouchon1AmosStorkey2AbstractCurrentapproachestoenhancethegeneralizationperfor-manceofoverparameteriz...
Using Stochastic Better Training Dynamics
2023-11-16 18:07:4518086.78 MB3
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Align, then memorise the Dynamics of learning with feedback alignment
Align,thenmemorise:theDynamicsoflearningwithfeedbackalignmentMariaReﬁnetti12Ste´phaned’Ascoli13RubenOhana14SebastianGoldt5AbstractIntroductionDirectFeedbackAlignment(DFA)isemergingTrainingadeepn...
Learning of the Align Dynamics
2023-11-16 18:00:286382.32 MB15
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Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment
AugmentedWorldModelsFacilitateZero-ShotDynamicsGeneralizationFromaSingleOfﬂineEnvironmentPhilipJ.Ball1CongLu1JackParker-Holder1StephenRoberts1Abstractproblems(Dulac-Arnoldetal.,2019),withthepotent...
Models Zero-Shot generalization World Augmented
2023-11-16 18:00:1910871.62 MB15
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Understanding and Stabilizing GANs Training Dynamics Using Control Theory
UnderstandingandStabilizingGANs’TrainingDynamicsusingControlTheoryKunXu1ChongxuanLi1JunZhu1BoZhang1Abstractplesfromfakeones.Gaimstorecoverthedatadistributionbymaximizingthisratio.Thisframeworkisfo...
Using and GANs Understanding Training
2023-11-14 21:46:5418552.94 MB22
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Towards Understanding the Dynamics of the First-Order Adversaries
TowardsUnderstandingtheDynamicsoftheFirst-OrderAdversariesZhunDeng1HangfengHe2JiaoyangHuang3WeijieJ.Su2Abstractattackssuchasinputde-noising(Guoetal.,2017),random-izedsmoothing(Ilyasetal.,2019),grad...
of the Towards Understanding Dynamics
2023-11-14 21:46:4917591.3 MB10
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Implicit Learning Dynamics in Stackelberg Games Equilibria Characterization, Convergence Analysis, and Empirical Study
ImplicitLearningDynamicsinStackelbergGames:EquilibriaCharacterization,ConvergenceAnalysis,andEmpiricalStudyTannerFiez1BenjaminChasnov1LillianRatliff1Abstractandhyperparameteroptimization(Maclaurine...
Learning in Games Implicit Dynamics
2023-11-14 21:44:3419983.28 MB30
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Fractional Underdamped Langevin Dynamics Retargeting SGD with Momentum under Heavy-Tailed Gradient Noise
FractionalUnderdampedLangevinDynamics:RetargetingSGDwithMomentumunderHeavy-TailedGradientNoiseUmutS¸ims¸ekli12LingjiongZhu3YeeWhyeTeh2MertGu¨rbu¨zbalaban4Abstract1.IntroductionStochasticgradien...
with Fractional Langevin SGD Dynamics
2023-11-14 21:44:1610414.04 MB12
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Estimating Q(s,s) with Deterministic Dynamics Gradients
EstimatingQ(s,s)withDeepDeterministicDynamicsGradientsAshleyD.Edwards1HimanshuSahni2RosanneLiu13JaneHung1AnkitJain1RuiWang1AdrienEcoffet1ThomasMiconi1CharlesIsbell2JasonYosinski13AbstractActionat+1...
with Gradients Estimating Dynamics deterministic
2023-11-14 21:44:0516603.03 MB8
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Dynamics of Deep Neural Networks and Neural Tangent Hierarchy
DynamicsofDeepNeuralNetworksandNeuralTangentHierarchyJiaoyangHuang1Horng-TzerYau2Abstractproblems,thereisnoguaranteethatagradientbasedalgo-rithmwillbeabletoﬁndtheoptimalparametersefﬁcientlyTheevo...
of Neural Networks and Deep
2023-11-14 21:43:571793305.48 KB1
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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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Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning
Context-awareDynamicsModelforGeneralizationinModel-BasedReinforcementLearningKiminLee1YounggyoSeo2SeunghyunLee2HonglakLee34JinwooShin2Abstractetal.,2019;Hafneretal.,2019;2020;Kaiseretal.,2020).Mode...
for Model in Model-Based generalization
2023-11-14 21:43:3514271.07 MB25
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