Michael A. Saunders
Computational Theory and Mathematics · 1972–2019
A researcher in the Science corpus: 9 papers; trusts 29 researchers and is trusted by 388 researchers here, as inferred from the citation graph.
Subfields
- Computational Theory and Mathematics — 21 citations into it; #4,920 of 12,182 by trust here, #7,851 by citations
- Computational Mechanics — 19 citations into it; #1,912 of 10,001 by trust here, #4,039 by citations
- Numerical Analysis — 14 citations into it; #93 of 3,586 by trust here, #107 by citations
- Optimization & Training — 14 citations into it; #116 of 2,601 by trust here, #143 by citations
- Statistics and Probability — 13 citations into it; #2,301 of 12,932 by trust here, #1,100 by citations
- Control and Systems Engineering — 10 citations into it; #211 of 8,257 by trust here, #336 by citations
- Artificial Intelligence — 7 citations into it
- Computer Vision and Pattern Recognition — 7 citations into it; #8,661 of 21,575 by trust here, #17,757 by citations
Whom Michael A. Saunders trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Robert Tibshirani
- Roger Fletcher
- Yurii E. Nesterov
- Trevor J. Hastie
- Eric R. Ziegel
- Vladimir Naumovich Vapni
- Gene H. Golub
- H. Wold
- C. Paige
- David L. Donoho
Who trusts Michael A. Saunders overall
- David L. Donoho
- Robert Tibshirani
- Michael Elad
- Francis R. Bach
- Julien Mairal
- Martin J. Wainwright
- E.J. Candes
- Yoshua Bengio
- Paul Tseng
- Nicolai Meinshausen
Papers from Michael A. Saunders's perspective
Ordered by how strongly the researchers Michael A. Saunders trusts endorse each paper. Same corpus, a different order for every researcher.
- Atomic Decomposition by Basis Pursuit
- The Elements of Statistical Learning
- The Nature of Statistical Learning Theory
- © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
- Ideal spatial adaptation by wavelet shrinkage
- Asymptotics for lasso-type estimators
- Addendum: Regularization and variable selection via the elastic net
- A training algorithm for optimal margin classifiers
- Ridge Regression: Biased Estimation for Nonorthogonal Problems
- Estimation of the Mean of a Multivariate Normal Distribution
Their papers
- Sparsity and smoothness via the fused lasso (2005) — 2,988 citations
- MINRES-QLP: A Krylov Subspace Method for Indefinite or Singular Symmetric Systems (2010) — 128 citations
- Creation and analysis of biochemical constraint-based models: the COBRA Toolbox v3.0 (2019) — 1,031 citations
- Proximal Newton-Type Methods for Minimizing Composite Functions (2012) — 340 citations
- CG Versus MINRES: An Empirical Comparison (2012) — 84 citations
- LSMR: An Iterative Algorithm for Sparse Least-Squares Problems (2010) — 488 citations
- SNOPT: An SQP Algorithm for Large-Scale Constrained Optimization (2002) — 4,436 citations
- Atomic Decomposition by Basis Pursuit (1998)
- Methods for modifying matrix factorizations (1972)