Articoli correlati a Parallel Statistical Computing in Theory: Lecture Notes...

Parallel Statistical Computing in Theory: Lecture Notes on Large-Scale Parallel Statistics - Brossura

Guo, Guangbao

 
9789999356732: Parallel Statistical Computing in Theory: Lecture Notes on Large-Scale Parallel Statistics
Brossura
ISBN 10: 9999356737 ISBN 13: 9789999356732
Casa editrice: Eliva Press, 2026

Sinossi

This monograph collects theoretical foundations for parallel statistical computing. It presents classical time-series analysis, a comprehensive toolkit of non-asymptotic concentration inequalities, and the theory behind parallel matrix-completion algorithms. Topics include ARIMA/SARIMA modelling, transfer-function and intervention analysis, entropy and logarithmic Sobolev inequalities, hypercontractivity, as well as ALS, CCD++ and parallel SGD for low-rank matrix recovery. Designed for graduate-level teaching and self-study, it bridges probabilistic theory and large-scale statistical algorithms.

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Editore
Eliva Press
Data di pubblicazione
2026
Lingua
Inglese
ISBN 10 
9999356737
ISBN 13 
9789999356732
Rilegatura
Copertina flessibile
Numero di pagine
213
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

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