2 papers
cs.LG2026
Graph-Regularized Low-Rank Matrix Completion by Variable Projection
Benoît Loucheur, P. -A. Absil, Michel Journée
We address the low-rank matrix completion problem by incorporating graph regularization into the existing Riemannian Trust-Region Matrix Completion (RTRMC) framework. The latter us…
cs.LG2023
Graph-Based Matrix Completion Applied to Weather Data
Benoît Loucheur, P. -A. Absil, Michel Journée
Low-rank matrix completion is the task of recovering unknown entries of a matrix by assuming that the true matrix admits a good low-rank approximation. Sometimes additional informa…