Low-rank optimization for distance matrix completion. - Bamdev Mishra; Gilles Meyer; Rodolphe Sepulchre (CDC/ECC, 2011)

Linear Regression under Fixed-Rank Constraints: A Riemannian Approach. - Gilles Meyer; Silvère Bonnabel; Rodolphe Sepulchre (ICML, 2011)

Regression on Fixed-Rank Positive Semidefinite Matrices: A Riemannian Approach. - Gilles Meyer; Silvère Bonnabel; Rodolphe Sepulchre (J. Mach. Learn. Res., 2011)

Geometric optimization algorithms for linear regression on fixed-rank matrices. - Gilles Meyer (2011)

Low-Rank Optimization with Trace Norm Penalty. - Bamdev Mishra; Gilles Meyer; Francis R. Bach; Rodolphe Sepulchre (SIAM J. Optim., 2013)

Two Newton methods on the manifold of fixed-rank matrices endowed with Riemannian quotient geometries. - Pierre-Antoine Absil; Luca Amodei; Gilles Meyer (Comput. Stat., 2014)

Fixed-rank matrix factorizations and Riemannian low-rank optimization. - Bamdev Mishra; Gilles Meyer; Silvère Bonnabel; Rodolphe Sepulchre (Comput. Stat., 2014)