LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data

Eshragh, A; Roosta, F; Nazari, Asef; Mahoney, MW

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LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data

Version 2 2024-06-04, 14:06

Version 1 2022-02-04, 11:01

journal contribution

posted on 2024-06-04, 14:06 authored by A Eshragh, F Roosta, Asef NazariAsef Nazari, MW Mahoney

LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data

History

Journal

Journal of Machine Learning Research

Volume

23

Pagination

1-36

Location

Cambridge, Mass.

Open access

Yes

ISSN

1532-4435

eISSN

1533-7928

Language

English

Author URL

http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000752314700001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=a045e4b2bb1f2b747c68c720ec8913b7

Publication classification

C1 Refereed article in a scholarly journal

Publisher

MIT Press Journals

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Keywords

Automation & Control Systems autoregressive model big data regime Computer Science Computer Science, Artificial Intelligence LINEAR LEAST-SQUARES maximum likelihood estimation PARALLEL ran-domized numerical linear algebra sampling Science & Technology SIGNALS STATISTICAL PERSPECTIVE SUPERFAST Technology 4611 Machine learning

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LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data

History

Journal

Volume

Pagination

Location

Open access

ISSN

eISSN

Language

Author URL

Publication classification

Publisher

Usage metrics

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Keywords

Licence

Exports