"Dynamical"的相关文档

标签“Dynamical”的相关文档，共9条

Tilting the playing field Dynamical loss functions for machine learning
Tiltingtheplayingﬁeld:DynamicallossfunctionsformachinelearningMiguelRuiz-Garcia12GeZhang1SamuelS.Schoenholz3AndreaJ.Liu1Abstracttionscale(Glorot&Bengio,2010;Xiaoetal.,2018)orlearningrateschedule(H...
the Functions Loss Dynamical Field
2023-11-16 19:42:0811171.23 MB21
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Task-Optimal Exploration in Linear Dynamical Systems
Task-OptimalExplorationinLinearDynamicalSystemsAndrewWagenmaker1MaxSimchowitz2KevinJamieson1Abstracttaintyabouttheenvironment,anaivestrategymightbetoexploretheenvironmentuntilitisuniformlyunderstoo...
in Exploration Systems Linear Dynamical
2023-11-16 19:42:015741.23 MB18
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Causal Modeling for Fairness In Dynamical Systems
CausalModelingforFairnessinDynamicalSystemsElliotCreager12DavidMadras12ToniannPitassi12RichardZemel12Abstractforaparticulardomain(e.g.lending(Mouzannaretal.,2019),hiring(Hu&Chen,2018),recommendatio...
for in Causal Systems Fairness
2023-11-14 21:43:23665599.37 KB8
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Boosting for Control of Dynamical Systems
BoostingforControlofDynamicalSystemsNamanAgarwal1NatalyBrukhim21EladHazan21ZhouLu2Abstractofthesystem,andhenceitisoftennota-prioriclearhowtoobtainameaningfulguaranteewhenswitchingbetweenorWestudyth...
of for Systems Control Dynamical
2023-11-14 21:43:1813712.66 MB10
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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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Dynamical Isometry and a Mean Field Theory of RNNs Gating Enables Signal Propagation in Recurrent Neural Networks
DynamicalIsometryandaMeanFieldTheoryofRNNs:GatingEnablesSignalPropagationinRecurrentNeuralNetworksMinminChen1JeffreyPennington2SamuelS.Schoenholz2Abstracttion(Gravesetal.,2013)andrecommendationsyst...
of and Theory Mean Isometry
2023-11-13 11:59:3012231.54 MB23
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Dynamical Isometry and a Mean Field Theory of CNNs How to Train 10,000-Layer Vanilla Convolutional Neural Networks
DynamicalIsometryandaMeanFieldTheoryofCNNs:HowtoTrain10,000-LayerVanillaConvolutionalNeuralNetworksLechaoXiao12YasamanBahri12JaschaSohl-Dickstein1SamuelS.Schoenholz1JeffreyPennington1AbstractFigure...
of and Theory Mean Isometry
2023-11-13 11:59:307991.17 MB12
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ADMM and Accelerated ADMM as Continuous Dynamical Systems
ADMMandAcceleratedADMMasContinuousDynamicalSystemsGuilhermeFranc¸a1DanielP.Robinson1Rene´Vidal1Abstract1.1.RelatedworkRecently,therehasbeenanincreasinginterestinPerhapsthesimplestconnectionbetwee...
ADMM and Accelerated Systems Continuous
2023-11-13 11:58:591443402.14 KB13
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Learning Stable Stochastic Nonlinear Dynamical Systems
LearningStableStochasticNonlinearDynamicalSystemsJonasUmlauft1SandraHirche1Abstractrobotictaskisgiventhroughhumandemonstrations,e.g.,objectgrasping.ThegoalistorepresentthemotionwithaAdata-drivenide...
Learning Stochastic Systems Stable Nonlinear
2023-11-12 20:44:411241562.73 KB5
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