"Guarantees"的相关文档

Sparse + Group-Sparse Dirty Models Statistical Guarantees without Unreasonable Conditions and a Case for Non-Convexity
Sparse+Group-SparseDirtyModels:StatisticalGuaranteeswithoutUnreasonableConditionsandaCaseforNon-ConvexityEunhoYang12Aure´lieC.Lozano3Abstracting(Baraniuk,2007)andLasso(Tibshirani,1996)),low-rankst...
Sparse Models Guarantees Statistical without
2023-11-12 20:45:161872614.64 KB2
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Robust Guarantees of Stochastic Greedy Algorithms
RobustGuaranteesofStochasticGreedyAlgorithmsAvinatanHassidim1YaronSinger2Abstractf(H).Manyfundamentalmeasuressuchasentropy,di-versity,andclusteringcanbemodeledassubmodularfunc-Inthispaperweanalyzet...
of Algorithms Guarantees Stochastic Robust
2023-11-12 20:45:091401332.51 KB8
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Recovery Guarantees for One-hidden-layer Neural Networks
RecoveryGuaranteesforOne-hidden-layerNeuralNetworks∗KaiZhong1ZhaoSong2PrateekJain3PeterL.Bartlett4InderjitS.Dhillon5Abstract1.IntroductionInthispaper,weconsiderregressionproblemsNeuralNetworks(NNs...
Neural for Networks Guarantees Recovery
2023-11-12 20:45:05555386.11 KB9
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On Approximation Guarantees for Greedy Low Rank Optimization
OnApproximationGuaranteesforGreedyLowRankOptimizationRajivKhanna1EthanR.Elenberg1AlexandrosG.Dimakis1JoydeepGhosh1SahandNegahban2AbstractUnfortunately,theaboveoptimizationcanbecomputation-allytaxin...
for Rank Approximation Guarantees on
2023-11-12 20:44:5415961.5 MB26
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Guarantees for Greedy Maximization of Non-submodular Functions with Applications
GuaranteesforGreedyMaximizationofNon-submodularFunctionswithApplicationsAndrewAnBian1JoachimM.Buhmann1AndreasKrause1SebastianTschiatschek1AbstractwhereV={v1,...,vn}isthegroundset.Speciﬁcally,inexp...
of for Maximization Guarantees Functions
2023-11-12 20:44:2915311.03 MB28
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Analytical Guarantees on Numerical Precision of Deep Neural Networks
AnalyticalGuaranteesonNumericalPrecisionofDeepNeuralNetworksCharbelSakrYongjuneKimNareshShanbhagAbstractdeepresidualnetwork.ThishighcomplexityofdeepneuralnetworkspreventsitsdeploymentonenergyandThe...
of Analytical Guarantees on Numerical
2023-11-12 20:43:52871928.98 KB6
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