Gilles Meyer

According to our database, Gilles Meyer authored at least 7 papers between 2011 and 2014.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2014

Fixed-rank matrix factorizations and Riemannian low-rank optimization.

Bamdev Mishra, Gilles Meyer, Silvère Bonnabel, Rodolphe Sepulchre

Comput. Stat., 2014

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

2013

Low-Rank Optimization with Trace Norm Penalty.

Bamdev Mishra, Gilles Meyer, Francis R. Bach, Rodolphe Sepulchre

SIAM J. Optim., 2013

2011

Geometric optimization algorithms for linear regression on fixed-rank matrices.

Gilles Meyer

PhD thesis, 2011

Regression on Fixed-Rank Positive Semidefinite Matrices: A Riemannian Approach.

Gilles Meyer, Silvère Bonnabel, Rodolphe Sepulchre

J. Mach. Learn. Res., 2011

Linear Regression under Fixed-Rank Constraints: A Riemannian Approach.

Gilles Meyer, Silvère Bonnabel, Rodolphe Sepulchre

Proceedings of the 28th International Conference on Machine Learning, 2011

Low-rank optimization for distance matrix completion.

Bamdev Mishra, Gilles Meyer, Rodolphe Sepulchre

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011