"Efficiently"的相关文档

Efficiently Solving MDPs with Stochastic Mirror Descent
EfﬁcientlySolvingMDPswithStochasticMirrorDescentYujiaJin1AaronSidford1AbstractanMDPgivenonlyrestrictedaccesstothemodel.Inpar-ticular,weconsidertheproblemofcomputingan-optimalInthispaperwepresentau...
with Descent Stochastic Mirror Efficiently
2023-11-14 21:44:011522390.68 KB29
下载文档
Efficiently Learning Adversarially Robust Halfspaces with Noise
EfﬁcientlyLearningAdversariallyRobustHalfspaceswithNoiseOmarMontasser1SurbhiGoel2IliasDiakonikolas3NathanSrebro1AbstractTheinformation-theoreticaspectsofadversariallyrobustlearninghavebeenstudiedi...
Learning with Robust Efficiently Noise
2023-11-14 21:44:001376428.67 KB5
下载文档
Efficiently sampling functions from Gaussian process posteriors
EfﬁcientlySamplingFunctionsfromGaussianProcessPosteriorsJamesT.Wilson1ViacheslavBorovitskiy23AlexanderTerenin1PeterMostowsky2MarcPeterDeisenroth4Abstracttionandlong-termversusshort-termrewards.Bay...
from Sampling Gaussian Process Functions
2023-11-14 21:44:001771718.01 KB27
下载文档
Learning Linear-Quadratic Regulators Efficiently with only $ sqrtT$ Regret
√LearningLinear-QuadraticRegulatorsEfﬁcientlywithonlyTRegretAlonCohen12TomerKoren3YishayMansour14AbstractAbbasi-YadkoriandSzepesva´ri(2011)weretheﬁrsttoad-dresstheadaptivecontrolproblemfromalea...
Learning with Efficiently Only Linear-Quadratic
2023-11-13 14:47:391490247.07 KB5
下载文档
Gradient descent with identity initialization Efficiently learns positive definite linear transformations by deep residual networks
GradientdescentwithidentityinitializationefﬁcientlylearnspositivedeﬁnitelineartransformationsbydeepresidualnetworksPeterL.Bartlett1DavidP.Helmbold2PhilipM.Long3Abstract1.IntroductionWeanalyzealgo...
with Gradient Descent Efficiently Identity
2023-11-13 11:59:40697280.82 KB4
下载文档
How to Escape Saddle Points Efficiently
HowtoEscapeSaddlePointsEfﬁcientlyChiJin1RongGe2PraneethNetrapalli3ShamM.Kakade4MichaelI.Jordan1Abstractapointwithsmallgradientisindependentofthedimension(“dimension-free”).Moreprecisely,forafunc...
to How Escape Saddle Points
2023-11-12 20:44:311077615.18 KB4
下载文档