Gilles Meyer

Publication Activity (10 Years)

Years Active: 2010-2014
Publications (10 Years): 0

Top Topics

Matrix Factorization

Singular Values

Rank Minimization

Collaborative Filtering

Top Venues

Publications

Bamdev Mishra, Gilles Meyer, Silvère Bonnabel, Rodolphe Sepulchre
Fixed-rank matrix factorizations and Riemannian low-rank optimization. Comput. Stat. 29 (3) (2014)
Pierre-Antoine Absil, Luca Amodei, Gilles Meyer
Two Newton methods on the manifold of fixed-rank matrices endowed with Riemannian quotient geometries. Comput. Stat. 29 (3) (2014)
Bamdev Mishra, Gilles Meyer, Francis R. Bach, Rodolphe Sepulchre
Low-Rank Optimization with Trace Norm Penalty. SIAM J. Optim. 23 (4) (2013)
Bamdev Mishra, Gilles Meyer, Rodolphe Sepulchre
Low-rank optimization for distance matrix completion CoRR (2013)
Bamdev Mishra, Gilles Meyer, Silvere Bonnabel, Rodolphe Sepulchre
Fixed-rank matrix factorizations and Riemannian low-rank optimization CoRR (2012)
Bamdev Mishra, Gilles Meyer, Rodolphe Sepulchre
Low-rank optimization for distance matrix completion. CDC/ECC (2011)
Gilles Meyer, Silvere Bonnabel, Rodolphe Sepulchre
Regression on Fixed-Rank Positive Semidefinite Matrices: A Riemannian Approach. J. Mach. Learn. Res. 12 (2011)
Bamdev Mishra, Gilles Meyer, Francis R. Bach, Rodolphe Sepulchre
Low-rank optimization with trace norm penalty CoRR (2011)
Gilles Meyer, Silvere Bonnabel, Rodolphe Sepulchre
Linear Regression under Fixed-Rank Constraints: A Riemannian Approach. ICML (2011)
Gilles Meyer, Silvere Bonnabel, Rodolphe Sepulchre
Regression on fixed-rank positive semidefinite matrices: a Riemannian approach CoRR (2010)