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Report
Ernie Esser, Lluís Guasch, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Total variation regularization strategies in full waveform inversion for improving robustness to noise, limited data and poor initializations”, UBC, TR-EOAS-2015-5, 2015.
Aleksandr Y. Aravkin, Rajiv Kumar, Hassan Mansour, Ben Recht, and Felix J. Herrmann, “An SVD-free Pareto curve approach to rank minimization”, UBC, TR-EOAS-2013-2, 2013.
Ernie Esser, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “A scaled gradient projection method for total variation regularized full waveform inversion”, UBC, TR-EOAS-2014-2, 2014.
Rajiv Kumar, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Fast methods for rank minimization with applications to seismic-data interpolation”, Department of Earth and Ocean Sciences, University of British Columbia, Vancouver, TR-EOAS-2012-3, 2012.
Presentation
Rajiv Kumar, Aleksandr Y. Aravkin, Hassan Mansour, Ernie Esser, and Felix J. Herrmann, “Wavefield reconstruction with SVD-free low-rank matrix factorization”, SINBAD Fall consortium talks. SINBAD, 2013.
Ernie Esser, Lluís Guasch, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Total variation constrained full waveform inversion with continuation”, SINBAD Fall consortium talks. SINBAD, 2014.
Rajiv Kumar, Hassan Mansour, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Seismic data interpolation via low-rank matrix factorization in the hierarchical semi-separable representation”, SINBAD Spring consortium talks. SINBAD, 2013.
Ernie Esser, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “A scaled gradient projection method for total variation regularized full waveform inversion”, SINBAD Spring consortium talks. SINBAD, 2014.
Aleksandr Y. Aravkin, “Robust FWI using Student's t-distribution”, SINBAD Spring consortium talks. SINBAD, 2011.
Aleksandr Y. Aravkin, “Robust FWI using Student's t & robust source estimation”, SINBAD Fall consortium talks. SINBAD, 2011.
Aleksandr Y. Aravkin and Xiang Li, “A randomized, sparsity promoting, Gauss-Newton algorithm for seismic waveform inversion”, SINBAD Fall consortium talks. SINBAD, 2011.
Aleksandr Y. Aravkin, “Inverse problems using Student's t”, SINBAD Spring consortium talks. SINBAD, 2012.
Aleksandr Y. Aravkin, “Introduction to convex composite optimization”, SINBAD Fall consortium talks. SINBAD, 2010.
Aleksandr Y. Aravkin, “Generalized SPGL1: from theory to applications”, SINBAD Fall consortium talks. SINBAD, 2012.
Ning Tu, Aleksandr Y. Aravkin, Tristan van Leeuwen, Tim T.Y. Lin, and Felix J. Herrmann, “Fast imaging with source estimation”, SINBAD Fall consortium talks. SINBAD, 2014.
Ning Tu, Aleksandr Y. Aravkin, Tristan van Leeuwen, and Felix J. Herrmann, “Fast imaging with multiples and source estimation”, SINBAD Spring consortium talks. SINBAD, 2013.
Aleksandr Y. Aravkin, “Extensions to sparsity promotion”, SINBAD Fall consortium talks. SINBAD, 2011.
Aleksandr Y. Aravkin, “Exploiting sparsity in full-waveform inversion: nonlinear basis pursuit denoise algorithm”, SINBAD Fall consortium talks. SINBAD, 2010.
Aleksandr Y. Aravkin, “Estimating nuisance parameters in inverse problems”, SINBAD Fall consortium talks. SINBAD, 2012.
Journal Article
Ernie Esser, Lluís Guasch, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Total-variation regularization strategies in full-waveform inversion”, SIAM Journal on Imaging Sciences, vol. 11, pp. 376-406, 2018.
Ning Tu, Aleksandr Y. Aravkin, Tristan van Leeuwen, Tim T.Y. Lin, and Felix J. Herrmann, “Source estimation with surface-related multiples–-fast ambiguity-resolved seismic imaging”, Geophysical Journal International, vol. 205, pp. 1492-1511, 2016.
Michelle Liu, Rajiv Kumar, Eldad Haber, and Aleksandr Y. Aravkin, “Simultaneous-shot inversion for PDE-constrained optimization problems with missing data”, Inverse Problems, vol. 35, p. 025003, 2018.
Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Seismic waveform inversion by stochastic optimization”, International Journal of Geophysics, vol. 2011, 2011.
Aleksandr Y. Aravkin, Michael P. Friedlander, Felix J. Herrmann, and Tristan van Leeuwen, “Robust inversion, dimensionality reduction, and randomized sampling”, Mathematical Programming, vol. 134, pp. 101-125, 2012.
Xiang Li, Aleksandr Y. Aravkin, Tristan van Leeuwen, and Felix J. Herrmann, “Fast randomized full-waveform inversion with compressive sensing”, Geophysics, vol. 77, pp. A13-A17, 2012.

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