Fengmin Xu
Computational Mechanics · 2010–2012
A researcher in the Science corpus: 2 papers; trusts 17 researchers and is trusted by 1 researcher here, as inferred from the citation graph.
Subfields
- Computational Mechanics — 27 citations into it; #8,354 of 10,001 by trust here, #4,749 by citations
- Computer Vision and Pattern Recognition — 12 citations into it; #18,102 of 21,575 by trust here, #18,782 by citations
- Statistics and Probability — 11 citations into it
- Optimization & Training — 10 citations into it
- Biomedical Engineering — 9 citations into it
- Statistical Learning Theory — 7 citations into it
- Applied Mathematics — 6 citations into it
- Radiology, Nuclear Medicine and Imaging — 6 citations into it
Whom Fengmin Xu trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Gitta Kutyniok
- Robert Tibshirani
- E.J. Candes
- David L. Donoho
- Rick Chartrand
- Klaus Nordhausen
- Joel A. Tropp
- Stéphane Mallat
- Scott Shaobing Chen
- Alfred Marcel Bruckstein
Who trusts Fengmin Xu overall
Papers from Fengmin Xu's perspective
Ordered by how strongly the researchers Fengmin Xu trusts endorse each paper. Same corpus, a different order for every researcher.
- Atomic Decomposition by Basis Pursuit
- Matching pursuits with time-frequency dictionaries
- Compressed Sensing
- Enhancing Sparsity by Reweighted ℓ1 Minimization
- Ridge Regression: Biased Estimation for Nonorthogonal Problems
- Iteratively reweighted algorithms for compressive sensing (IEEE International Conference on Acoustics, Speech, and Signal Processing)
- Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Regression Shrinkage and Selection via the Lasso
- Exact Reconstruction of Sparse Signals via Nonconvex Minimization (IEEE Signal Processing Letters)
Their papers
- $L_{1/2}$ Regularization: A Thresholding Representation Theory and a Fast Solver (2012) — 1,055 citations
- Lower Bound Theory of Nonzero Entries in Solutions of ℓ2-ℓp Minimization (2010) — 326 citations