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scientific article; zbMATH DE number 7049775

Language	Label	Description	Also known as
English	No label defined	scientific article; zbMATH DE number 7049775

Statements

scholarly article

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publication date

2 May 2019

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full work available at URL

http://jmlr.csail.mit.edu/papers/v20/18-875.html

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zbMATH Keywords

matrix sketching

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frequent directions

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streaming algorithms

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MaRDI profile type

MaRDI publication profile

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Online Principal Components Analysis

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Optimal principal component analysis in distributed and streaming models

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Numerical linear algebra in the streaming model

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Low-Rank Approximation and Regression in Input Sparsity Time

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Dimensionality Reduction for k-Means Clustering and Low Rank Approximation

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Input Sparsity Time Low-rank Approximation via Ridge Leverage Score Sampling

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Fast Monte Carlo Algorithms for Matrices I: Approximating Matrix Multiplication

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Turning Big data into tiny data: Constant-size coresets for <i>k</i>-means, PCA and projective clustering

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Relative Errors for Deterministic Low-Rank Matrix Approximations

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Frequent Directions: Simple and Deterministic Matrix Sketching

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Extensions of Lipschitz mappings into a Hilbert space

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Stability of the Lanczos Method for Matrix Function Approximation

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Computational Advertising: Techniques for Targeting Relevant Ads

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Identifiers

zbMATH Open document ID

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:4633078

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