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ORCIDGilles Meyer
Person information
- affiliation: Université de Liège, Belgium
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Books and Theses
- 2011
[b1]Gilles Meyer:
Geometric optimization algorithms for linear regression on fixed-rank matrices. University of Liège, Belgium, 2011
Journal Articles
- 2014
- [j4]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): 569-590 (2014) - [j3]Bamdev Mishra
, Gilles Meyer, Silvère Bonnabel, Rodolphe Sepulchre:
Fixed-rank matrix factorizations and Riemannian low-rank optimization. Comput. Stat. 29(3): 591-621 (2014) - 2013
- [j2]Bamdev Mishra, Gilles Meyer, Francis R. Bach, Rodolphe Sepulchre:
Low-Rank Optimization with Trace Norm Penalty. SIAM J. Optim. 23(4): 2124-2149 (2013) - 2011
- [j1]Gilles Meyer, Silvère Bonnabel, Rodolphe Sepulchre:
Regression on Fixed-Rank Positive Semidefinite Matrices: A Riemannian Approach. J. Mach. Learn. Res. 12: 593-625 (2011)
Conference and Workshop Papers
- 2011
- [c2]Bamdev Mishra, Gilles Meyer, Rodolphe Sepulchre:
Low-rank optimization for distance matrix completion. CDC/ECC 2011: 4455-4460 - [c1]Gilles Meyer, Silvère Bonnabel, Rodolphe Sepulchre:
Linear Regression under Fixed-Rank Constraints: A Riemannian Approach. ICML 2011: 545-552
Informal and Other Publications
- 2013
- [i4]Bamdev Mishra, Gilles Meyer, Rodolphe Sepulchre:
Low-rank optimization for distance matrix completion. CoRR abs/1304.6663 (2013) - 2012
- [i3]Bamdev Mishra, Gilles Meyer, Silvère Bonnabel, Rodolphe Sepulchre:
Fixed-rank matrix factorizations and Riemannian low-rank optimization. CoRR abs/1209.0430 (2012) - 2011
- [i2]Bamdev Mishra, Gilles Meyer, Francis R. Bach, Rodolphe Sepulchre:
Low-rank optimization with trace norm penalty. CoRR abs/1112.2318 (2011) - 2010
- [i1]Gilles Meyer, Silvère Bonnabel, Rodolphe Sepulchre:
Regression on fixed-rank positive semidefinite matrices: a Riemannian approach. CoRR abs/1006.1288 (2010)
Coauthor Index
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