Mátyás A. Sustik
Statistics and Probability · 2007–2011
A researcher in the Science corpus: 2 papers; trusts 13 researchers and is trusted by 7 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 10 citations into it; #7,656 of 12,932 by trust here, #6,552 by citations
- Artificial Intelligence — 7 citations into it; #20,938 of 35,345 by trust here, #23,731 by citations
- Computational Mechanics — 7 citations into it; #4,903 of 10,001 by trust here, #4,178 by citations
- Computer Vision and Pattern Recognition — 7 citations into it; #19,512 of 21,575 by trust here, #17,757 by citations
Whom Mátyás A. Sustik trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Roderick B Holmes
- Jerome H. Friedman
- Joel A. Tropp
- Guo-Xun Yuan
- Vern I. Paulsen
- Robert Tibshirani
- Trevor J. Hastie
- Paul Tseng
- Tong Tong Wu
Who trusts Mátyás A. Sustik overall
Papers from Mátyás A. Sustik's perspective
Ordered by how strongly the researchers Mátyás A. Sustik trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- PATHWISE COORDINATE OPTIMIZATION
- The group lasso for logistic regression
- A coordinate gradient descent method for nonsmooth separable minimization
- Model selection and estimation in the Gaussian graphical model
- An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
- Regularization Paths for Generalized Linear Models via Coordinate Descent
- Coordinate descent algorithms for lasso penalized regression
- New Insights and Faster Computations for the Graphical Lasso
- Greed is good: algorithmic results for sparse approximation (IEEE Transactions on Information Theory)
Their papers
- Sparse inverse covariance matrix estimation using quadratic approximation (2011) — 349 citations
- On the existence of equiangular tight frames (2007) — 268 citations