Publications [#265082] of Guillermo Sapiro

Papers Published

1. Léger, F; Yu, G; Sapiro, G, Efficient matrix completion with Gaussian models, ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings (August, 2011), pp. 1113-1116, IEEE, ISSN 1520-6149 [doi]
   (last updated on 2025/12/31)

   Abstract:
   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.