Semidefinite Optimization with Applications in Sparse Multivariate Statistics
暂无分享,去创建一个
[1] V. Roychowdhury,et al. Maximum likelihood estimation of Gaussian graphical models : Numerical implementation and topology selection , 2009 .
[2] R. Tibshirani,et al. Sparse Principal Component Analysis , 2006 .
[3] A. d'Aspremont,et al. Smooth Optimization for Sparse Semidefinite Programs , 2005 .
[4] Yurii Nesterov,et al. Smooth minimization of non-smooth functions , 2005, Math. Program..
[5] Emmanuel J. Candès,et al. Decoding by linear programming , 2005, IEEE Transactions on Information Theory.
[6] D. Donoho,et al. Sparse nonnegative solution of underdetermined linear equations by linear programming. , 2005, Proceedings of the National Academy of Sciences of the United States of America.
[7] M. West,et al. Sparse graphical models for exploring gene expression data , 2004 .
[8] O. SIAMJ.,et al. PROX-METHOD WITH RATE OF CONVERGENCE O(1/t) FOR VARIATIONAL INEQUALITIES WITH LIPSCHITZ CONTINUOUS MONOTONE OPERATORS AND SMOOTH CONVEX-CONCAVE SADDLE POINT PROBLEMS∗ , 2004 .
[9] A. Dobra. Bayesian Covariance Selection ∗ , 2004 .
[10] I. Jolliffe,et al. A Modified Principal Component Technique Based on the LASSO , 2003 .
[11] Cleve B. Moler,et al. Nineteen Dubious Ways to Compute the Exponential of a Matrix, Twenty-Five Years Later , 1978, SIAM Rev..
[12] Stephen P. Boyd,et al. A rank minimization heuristic with application to minimum order system approximation , 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).
[13] Arkadi Nemirovski,et al. Lectures on modern convex optimization - analysis, algorithms, and engineering applications , 2001, MPS-SIAM series on optimization.
[14] Jeff A. Bilmes,et al. Factored sparse inverse covariance matrices , 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).
[15] Franz Rendl,et al. A Spectral Bundle Method for Semidefinite Programming , 1999, SIAM J. Optim..
[16] U. Alon,et al. Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. , 1999, Proceedings of the National Academy of Sciences of the United States of America.
[17] Jos F. Sturm,et al. A Matlab toolbox for optimization over symmetric cones , 1999 .
[18] C. Lemaréchal,et al. Semidefinite Relaxations and Lagrangian Duality with Application to Combinatorial Optimization , 1999 .
[19] Ramesh A. Gopinath,et al. Model selection in acoustic modeling , 1999, EUROSPEECH.
[20] Jeff A. Bilmes,et al. Natural statistical models for automatic speech recognition , 1999 .
[21] Claude Lemaréchal,et al. Practical Aspects of the Moreau-Yosida Regularization: Theoretical Preliminaries , 1997, SIAM J. Optim..
[22] Kim-Chuan Toh,et al. SDPT3 -- A Matlab Software Package for Semidefinite Programming , 1996 .
[23] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[24] Jorge Cadima Departamento de Matematica. Loading and correlations in the interpretation of principle compenents , 1995 .
[25] Yurii Nesterov,et al. Interior-point polynomial algorithms in convex programming , 1994, Siam studies in applied mathematics.
[26] H. Akaike,et al. Information Theory and an Extension of the Maximum Likelihood Principle , 1973 .