High-dimensional analysis of semidefinite relaxations for sparse principal components

Arash A. Amini, Martin J. Wainwright

Annotations (0)

No annotations yet.

Select any passage to add the first one.

References

Convex Optimization

E. Vorontsova et al. · 201042,242 cit.

Principal component analysis

Hervé Abdi · 2010

Sparse Principal Component Analysis

H. Zou · 2006

Model selection and estimation in the Gaussian graphical model

Ming Yuan · 2007

Regularized estimation of large covariance matrices

P. Bickel et al. · 20081,460 cit.

Information-Theoretic Limits on Sparsity Recovery in the High-Dimensional and Noisy Setting

M. Wainwright · 2007521 cit.

paper7 papers following open source