Efficient matrix completion with Gaussian models
Published
Journal Article
A general framework based on Gaussian models and a MAPEM algorithm is introduced in this paper for solving matrix/ table completion problems. The numerical experiments with the standard and challenging movie ratings data show that the proposed approach, based on probably one of the simplest probabilistic models, leads to the results in the same ballpark as the state-of-the-art, at a lower computational cost. © 2011 IEEE.
Full Text
Duke Authors
Cited Authors
- Léger, F; Yu, G; Sapiro, G
Published Date
- August 18, 2011
Published In
Start / End Page
- 1113 - 1116
International Standard Serial Number (ISSN)
- 1520-6149
Digital Object Identifier (DOI)
- 10.1109/ICASSP.2011.5946603
Citation Source
- Scopus