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David Donoho, Iain Johnstone, Arian Maleki, and Andrea Montanari, Compressed sensing over ℓ p \ell_{p} -balls: Minimax mean square error , Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on, IEEE, 2011, pp. 129–133
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P.J. Huber and E. Ronchetti, Robust statistics (second edition) , J. Wiley and Sons, 2009
2009
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M. Mézard and A. Montanari, Information, Physics and Computation , Oxford, 2009
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P. Schniter, Turbo Reconstruction of Structured Sparse Signals , Proceedings of the Conference on Information Sciences and Systems (Princeton), 2010
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L.C. Potter S. Som and P. Schniter, On Approximate Message Passing for Reconstruction of Non-Uniformly Sparse Signals , Proceedings of the National Aereospace and Electronics Conference (Dayton, OH), 2010
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A. Montanari, Graphical Models Concepts in Compressed Sensing , Compressed Sensing: Theory and Applications (Y.C. Eldar and G. Kutyniok, eds.), Cambridge University Press, 2012
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R. Vershynin, Introduction to the non-asymptotic analysis of random matrices , Compressed Sensing: Theory and Applications (Y.C. Eldar and G. Kutyniok, eds.), Cambridge University Press, 2012, pp. 210–268
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Noureddine El Karoui, Derek Bean, Peter J Bickel, and Bin Lim, Chingwayand Yu, On robust regression with high-dimensional predictors , Proceedings of the National Academy of Sciences 110
2013
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