A. Lu
Statistics and Probability · with Johnstone · 2009
A researcher in the Science corpus: 2 papers; trusts 14 researchers and is trusted by 53 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 8 citations into it
Whom A. Lu trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Iain M. Johnstone
- Debashis Paul
- Boaz Nadler
- Hui Zou
- Ian T. Jolliffe
- Alexandre d'Aspremont
- Trevor J. Hastie
- Stéphane Mallat
- Robert Tibshirani
Who trusts A. Lu overall
- Tommaso Cai
- Vladimir Koltchinskii
- Zongming Ma
- Zhou Fan
- Anil Jayanti Aswani
- Martin J. Wainwright
- Karim Lounici
- Yacine Aït-Sahalia
- Peter J. Bickel
- Fang Han
Papers from A. Lu's perspective
Ordered by how strongly the researchers A. Lu trusts endorse each paper. Same corpus, a different order for every researcher.
- A Modified Principal Component Technique Based on the LASSO
- ASYMPTOTICS OF SAMPLE EIGENSTRUCTURE FOR A LARGE DIMENSIONAL SPIKED COVARIANCE MODEL
- Sparse Principal Component Analysis
- Finite sample approximation results for principal component analysis: a matrix perturbation approach
- A Direct Formulation for Sparse PCA Using Semidefinite Programming (SIAM Review)
- Matrix Perturbation Theory
- The prediction error in CLS and PLS: the importance of feature selection prior to multivariate calibration
- A Wavelet Tour of Signal Processing, 2nd Edition
- Sparse Principal Components Analysis
- Chi-square oracle inequalities
Their papers
- On Consistency and Sparsity for Principal Components Analysis in High Dimensions (2009) — 936 citations
- Sparse Principal Components Analysis (2009) — 215 citations