Biblio
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“A dual approach to PhaseLift via gauge programming and bundle methods”, SINBAD Fall consortium talks. SINBAD, 2013.
, “The proximal-proximal gradient algorithm”, SINBAD Fall consortium talks. SINBAD, 2013.
, “Putting the curvature back into sparse solvers”, SINBAD Fall consortium talks. SINBAD, 2013.
, “Taming time through tangents”, SINBAD Fall consortium talks. SINBAD, 2013.
, “Fighting the curse of dimensionality: compressive sensing in exploration seismology”, Signal Processing Magazine, IEEE, vol. 29, pp. 88-100, 2012.
, “Hybrid deterministic-stochastic methods for data fitting”, SIAM Journal on Scientific Computing, vol. 34, pp. A1380-A1405, 2012.
, “Randomized sampling: How confident are you?”, SINBAD Fall consortium talks. SINBAD, 2012.
, “Recovering compressively sampled signals using partial support information”, IEEE Transactions on Information Theory, vol. 58, pp. 1122-1134, 2012.
, “Robust inversion, dimensionality reduction, and randomized sampling”, Mathematical Programming, vol. 134, pp. 101-125, 2012.
, “Robust inversion via semistochastic dimensionality reduction”, in ICASSP, 2012, pp. 5245-5248.
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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.
, “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.
, “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.
, “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.
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