Provable sparse tensor decomposition

Sun, WW; Lu, JW; Liu, H; Cheng, G

Cheng, G (reprint author), Purdue Univ, Dept Stat, 250 North Univ St, W Lafayette, IN 47906 USA.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2017; 79 (3): 899

Abstract

We propose a novel sparse tensor decomposition method, namely the tensor truncated power method, that incorporates variable selection in the estimatio......

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