Biblio
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“Discussion: the Dantzig selector: statistical estimation when p is much larger than n”, The Annals of Statistics, vol. 35, pp. 2385-2391, 2007.
, “Exact regularization of convex programs”, SIAM Journal on Optimization, vol. 18, pp. 1326-1350, 2007.
, “In pursuit of a root”, in 2007 Von Neumann Symposium, 2007.
, “In pursuit of a root”, Department of Computer Science, University of British Columbia, Vancouver, TR-EOAS-2007-19, 2007.
, “In pursuit of a root”, presented at the 07, 2007.
, , “Active-set approaches to basis pursuit denoising”, in SIAM Optimization, 2008.
, “Active-set methods for basis pursuit”, in WCOM, 2008.
, “Algorithms for large-scale sparse reconstruction”, in SINBAD 2008, 2008.
, “Group sparsity via linear-time projection”, UBC - Department of Computer Science, TR-2008-09, 2008.
, “New insights into one-norm solvers from the Pareto curve”, Geophysics, vol. 73, pp. A23-A26, 2008.
, “Probing the Pareto frontier for basis pursuit solutions”, SIAM Journal on Scientific Computing, vol. 31, pp. 890-912, 2008.
, “Algorithms for large-scale sparse reconstruction”, in IEMS, Northwestern University, 2009.
, “Computing sparse and group-sparse approximations”, in VIET, Hanoi, Vietnam, 2009.
, “Optimizing costly functions with simple constraints: a limited-memory projected Quasi-Newton algorithm”, in SLIM, 2009, vol. 12.
, “Sparco: a testing framework for sparse reconstruction”, ACM Transactions on Mathematical Software, vol. 35, pp. 1-16, 2009.
, “Spot: A linear-operator toolbox for Matlab”, in SCAIM, University of British Columbia, 2009.
, “Algorithms for sparse optimization”, SINBAD Fall consortium talks. SINBAD, 2010.
, “Introduction to Spot: a linear-operator toolbox”, SINBAD Fall consortium talks. SINBAD, 2010.
, “Theoretical and empirical results for recovery from multiple measurements”, IEEE Transactions on Information Theory, vol. 56, pp. 2516-2527, 2010.
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“A hybrid stochastic-deterministic optimization method for waveform inversion”, in EAGE Annual Conference Proceedings, 2011.
, “Robust inversion, data-fitting, and inexact gradient methods”, SINBAD Fall consortium talks. SINBAD, 2011.
, “Sparse optimization with least-squares constraints”, SIAM Journal on Optimization, vol. 21, pp. 1201–1229, 2011.
, “Fighting the curse of dimensionality: compressive sensing in exploration seismology”, Signal Processing Magazine, IEEE, vol. 29, pp. 88-100, 2012.
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