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[1] Antonin Chambolle,et al. A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging , 2011, Journal of Mathematical Imaging and Vision.
[2] Andrea Montanari,et al. The LASSO Risk for Gaussian Matrices , 2010, IEEE Transactions on Information Theory.
[3] Sundeep Rangan,et al. Generalized approximate message passing for estimation with random linear mixing , 2010, 2011 IEEE International Symposium on Information Theory Proceedings.
[4] Z. Bai,et al. On the limit of the largest eigenvalue of the large dimensional sample covariance matrix , 1988 .
[5] Stephen P. Boyd,et al. Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers , 2011, Found. Trends Mach. Learn..
[6] Andrea Montanari,et al. Message-passing algorithms for compressed sensing , 2009, Proceedings of the National Academy of Sciences.
[7] Andrea Montanari,et al. The dynamics of message passing on dense graphs, with applications to compressed sensing , 2010, 2010 IEEE International Symposium on Information Theory.
[8] Sundeep Rangan,et al. Inference for Generalized Linear Models via Alternating Directions and Bethe Free Energy Minimization , 2015, IEEE Transactions on Information Theory.
[9] R. Tibshirani. The Lasso Problem and Uniqueness , 2012, 1206.0313.
[10] Marc Teboulle,et al. A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems , 2009, SIAM J. Imaging Sci..
[11] Sundeep Rangan,et al. On the convergence of approximate message passing with arbitrary matrices , 2014, 2014 IEEE International Symposium on Information Theory.
[12] Bingsheng He,et al. Convergence Analysis of Primal-Dual Algorithms for a Saddle-Point Problem: From Contraction Perspective , 2012, SIAM J. Imaging Sci..
[13] Cynthia Rush,et al. An Asymptotic Rate for the LASSO Loss , 2020, AISTATS.
[14] Y. Nesterov. Gradient methods for minimizing composite objective function , 2007 .
[15] Ramji Venkataramanan,et al. Finite Sample Analysis of Approximate Message Passing Algorithms , 2016, IEEE Transactions on Information Theory.
[16] Tony F. Chan,et al. A General Framework for a Class of First Order Primal-Dual Algorithms for Convex Optimization in Imaging Science , 2010, SIAM J. Imaging Sci..
[17] I. Daubechies,et al. An iterative thresholding algorithm for linear inverse problems with a sparsity constraint , 2003, math/0307152.