Noisy Tensor Completion via the Sum-of-Squares Hierarchy

© 2016 B. Barak & A. Moitra. In the noisy tensor completion problem we observe m entries (whose location is chosen uniformly at random) from an unknown n1 × n2 × n3 tensor T. We assume that T is entry-wise close to being rank r. Our goal is to fill in its missing entries using as few observati...

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Bibliographic Details
Main Authors: Barak, Boaz, Moitra, Ankur
Other Authors: Massachusetts Institute of Technology. Department of Mathematics
Format: Article
Language:English
Published: 2021
Online Access:https://hdl.handle.net/1721.1/137985