Yaakov Tsaig
Computational Mechanics · 2006–2012
A researcher in the Science corpus: 3 papers; trusts 23 researchers and is trusted by 66 researchers here, as inferred from the citation graph.
Subfields
- Computational Mechanics — 51 citations into it; #413 of 10,001 by trust here, #1,237 by citations
- Computer Vision and Pattern Recognition — 24 citations into it; #3,365 of 21,575 by trust here, #6,089 by citations
- Applied Mathematics — 22 citations into it
- Signal Processing — 21 citations into it
- Statistics and Probability — 13 citations into it
- Control and Systems Engineering — 9 citations into it
- Biomedical Engineering — 6 citations into it
- Optimization & Training — 6 citations into it
Whom Yaakov Tsaig trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- David L. Donoho
- E.J. Candes
- Rémi Gribonval
- Joel A. Tropp
- Jean-Jacques Fuchs
- Scott Shaobing Chen
- Robert Tibshirani
- Michael Elad
- Eric R. Ziegel
- Morten Nielsen
Who trusts Yaakov Tsaig overall
- David L. Donoho
- Michael Elad
- Shihao Ji
- Lu Gan
- Lawrence Carin
- Holger Rauhut
- Michael Lustig
- Felix J. Herrmann
- Lihan He
- Seung-Jean Kim
Papers from Yaakov Tsaig's perspective
Ordered by how strongly the researchers Yaakov Tsaig trusts endorse each paper. Same corpus, a different order for every researcher.
- Atomic Decomposition by Basis Pursuit
- Regression Shrinkage and Selection via the Lasso
- Decoding by linear programming
- On sparse representations in arbitrary redundant bases (IEEE Transactions on Information Theory)
- Uncertainty principles and ideal atomic decomposition
- Greed is good: algorithmic results for sparse approximation (IEEE Transactions on Information Theory)
- For most large underdetermined systems of linear equations the minimal 𝓁1‐norm solution is also the sparsest solution
- Stable recovery of sparse overcomplete representations in the presence of noise
- The Elements of Statistical Learning
- © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
Their papers
- Fast Solution of $\ell _{1}$ -Norm Minimization Problems When the Solution May Be Sparse (2008) — 868 citations
- Sparse Solution of Underdetermined Systems of Linear Equations by Stagewise Orthogonal Matching Pursuit (2012) — 1,427 citations
- Extensions of compressed sensing (2006) — 741 citations