"Sketching"的相关文档

Oblivious Sketching for Logistic Regression
ObliviousSketchingforLogisticRegressionAlexanderMunteanu1SimonOmlor2DavidP.Woodruff3Abstractdimensionalityreductiontechniquetocompressthedatatoasigniﬁcantlysmallersketchofpolylogarithmicsize.Whatg...
for Regression Sketching Oblivious Logistic
2023-11-16 19:15:391457494.26 KB12
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Matrix Sketching for Secure Collaborative Machine Learning
MatrixSketchingforSecureCollaborativeMachineLearningMengjiaoZhang1ShusenWang1Abstractclients,eachclientusesabatchoflocaldatatocomputeastochasticgradient,andtheserveraggregatesthestochas-Collaborati...
Learning for Matrix Machine Collaborative
2023-11-16 19:05:1413091.01 MB27
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Fast Sketching of Polynomial Kernels of Polynomial Degree
FastSketchingofPolynomialKernelsofPolynomialDegreeZhaoSong1DavidP.Woodruff2ZhengYu3LichenZhang4Abstractdatapointsislarge.Typically,applyingthekernelfunc-tiontoeachpairofdatapointstakesO(d)time.This...
of Fast Kernels Sketching Polynomial
2023-11-16 18:38:08624365.76 KB20
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Communication-Efficient Federated Learning with Sketching
FetchSGD:Communication-EfﬁcientFederatedLearningwithSketchingDanielRothchild∗1AshwineePanda∗1EnayatUllah2NikitaIvkin3IonStoica1VladimirBraverman2JosephGonzalez1RamanArora2Abstract2018).Evenwitho...
Learning with Communication-efficient Sketching Federated
2023-11-14 21:43:309543.52 MB20
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Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition
AdaptiveSketchingforFastandConvergentCanonicalPolyadicDecompositionKareemS.Aggour1AlexGittens2BülentYener2Abstractcommunitieshasarisenthatattemptstoincreasethescala-bilityoftensordecompositionalgo...
Adaptive for and Fast Canonical
2023-11-14 21:42:59517935.87 KB2
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Incremental Randomized Sketching for Online Kernel Learning
IncrementalRandomizedSketchingforOnlineKernelLearningXiaoZhang1ShizhongLiao1Abstractupdatingtimesigniﬁcantly(Wangetal.,2012).Tosolvetheproblem,budgetedonlinekernellearninghasbeenproposedRandomized...
Learning for Kernel Online Incremental
2023-11-13 14:47:30655536.11 KB18
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Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices
NearOptimalFrequentDirectionsforSketchingDenseandSparseMatricesZengfengHuang1Abstractreceivedlotsofattentionrecently(Liberty,2013;Ghashami&Phillips,2014;Woodruff,2014;Ghashamietal.,2016;Givenalarge...
for Optimal Dense Near Frequent
2023-11-13 12:00:131861317.03 KB11
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