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Stochastic optimization / Singular value decomposition / Linear algebra / Matrix theory / Multivariate statistics / Principal component analysis / Stochastic approximation / Mathematical optimization / Stochastic gradient descent / Algebra / Mathematics / Statistics


A Stochastic PCA Algorithm with an Exponential Convergence Rate Ohad Shamir Weizmann Institute of Science [removed]
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Document Date: 2014-12-10 11:27:48


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File Size: 200,64 KB

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Company

Johns Hopkins University Press / /

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IndustryTerm

deterministic algorithms / stochastic and incremental algorithms / accuracy solution / stochastic algorithm / accuracy solutions / computing / /

Organization

Johns Hopkins University / Weizmann Institute of Science / /

Technology

stochastic PCA algorithm / SVR-PCA algorithm / stochastic and incremental algorithms / deterministic algorithms / SVRPCA algorithm / /

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