Name: Acceleration of the Em, MM, and Other Monotone Algorithms for Modern Applications
SKU: 60841949
Price: 155.00 EUR
Availability: InStock
Author: Varadhan, Ravi ; Zhou, Hua
ISBN: 9781498764667

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portada Acceleration of the Em, MM, and Other Monotone Algorithms for Modern Applications

Acceleration of the Em, MM, and Other Monotone Algorithms for Modern Applications

Type

Physical Book

Author

Ravi Varadhan

Hua Zhou

Publisher

CRC Press

Language

English

Pages

300

Format

Hardcover

ISBN13

9781498764667

Synopsis "Acceleration of the Em, MM, and Other Monotone Algorithms for Modern Applications"

Various convergence acceleration techniques developed in computational mathematics can and have been applied to speed up the convergence of EM and MM algorithms. This monograph will present and discuss these convergence acceleration schemes, with applications and demonstrations using R and Julia code. The monograph will likely be useful to PhD-level graduate students and researchers in statistics, data science, applied mathematics, engineering, and physics working on computational algorithms for big data and high-dimensional problems.

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Acceleration of the Em, MM, and Other Monotone Algorithms for Modern Applications - Varadhan, Ravi ; Zhou, Hua

Synopsis "Acceleration of the Em, MM, and Other Monotone Algorithms for Modern Applications"

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