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Journal Article
Rajiv Kumar, Oscar Lopez, Damek Davis, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Beating level-set methods for 5D seismic data interpolation: a primal-dual alternating approach”, IEEE Transactions on Computational Imaging, 2017.
Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Comment on: “Application of the variable projection scheme for frequency-domain full-waveform inversion” (M. Li, J. Rickett, and A. Abubakar, Geophysics, 78, no. 6, R249–R257)”, Geophysics, vol. 79, pp. X11-X17, 2014.
Rajiv Kumar, Curt Da Silva, Okan Akalin, Aleksandr Y. Aravkin, Hassan Mansour, Ben Recht, and Felix J. Herrmann, “Efficient matrix completion for seismic data reconstruction”, Geophysics, vol. 80, pp. V97-V114, 2015.
Aleksandr Y. Aravkin and Tristan van Leeuwen, “Estimating nuisance parameters in inverse problems”, Inverse Problems, vol. 28, 2012.
Aleksandr Y. Aravkin, Rajiv Kumar, Hassan Mansour, Ben Recht, and Felix J. Herrmann, “Fast methods for denoising matrix completion formulations, with applications to robust seismic data interpolation”, SIAM Journal on Scientific Computing, vol. 36, pp. S237-S266, 2014.
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.
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.
Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Seismic waveform inversion by stochastic optimization”, International Journal of Geophysics, vol. 2011, 2011.
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.
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.
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.
Presentation
Aleksandr Y. Aravkin, “Estimating nuisance parameters in inverse problems”, SINBAD Fall consortium talks. SINBAD, 2012.
Aleksandr Y. Aravkin, “Exploiting sparsity in full-waveform inversion: nonlinear basis pursuit denoise algorithm”, SINBAD Fall consortium talks. SINBAD, 2010.
Aleksandr Y. Aravkin, “Extensions to sparsity promotion”, SINBAD Fall consortium talks. SINBAD, 2011.
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.
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.
Aleksandr Y. Aravkin, “Generalized SPGL1: from theory to applications”, SINBAD Fall consortium talks. SINBAD, 2012.
Aleksandr Y. Aravkin, “Introduction to convex composite optimization”, SINBAD Fall consortium talks. SINBAD, 2010.
Aleksandr Y. Aravkin, “Inverse problems using Student's t”, SINBAD Spring consortium talks. SINBAD, 2012.
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, “Robust FWI using Student's t & robust source estimation”, SINBAD Fall consortium talks. SINBAD, 2011.
Aleksandr Y. Aravkin, “Robust FWI using Student's t-distribution”, SINBAD Spring consortium talks. SINBAD, 2011.
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.
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, 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.

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