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Spectral Learning on Matrices and Tensors

By: Majid Janzamin (Author) , Rong Ge (Author) , Jean Kossaifi (Author)

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Ksh 22,950.00

Format: Paperback or Softback

ISBN-13: 9781680836400

Publisher: now publishers Inc

Publication Date: Nov 28th, 2019

Weight: 260 grams

Dimension: 15.40 x 23.50 x 1.30 cms

Category: Machine learning

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Surveys recent progress in using spectral methods, including matrix and tensor decomposition techniques, to learn many popular latent variable models. The focus is on a special type of tensor decomposition called CP decomposition. The authors cover a wide range of algorithms to find the components of such tensor decomposition.

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