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Aleksandr Y. Aravkin, Tristan van Leeuwen, and Ning Tu, “Sparse seismic imaging using variable projection”, in ICASSP, 2013.
Aleksandr Y. Aravkin, James V. Burke, Felix J. Herrmann, and Tristan van Leeuwen, “A nonlinear sparsity promoting formulation and algorithm for full waveform inversion”, in EAGE Annual Conference Proceedings, 2011.
Aleksandr Y. Aravkin, Michael P. Friedlander, and Tristan van Leeuwen, “Robust inversion via semistochastic dimensionality reduction”, in ICASSP, 2012, pp. 5245-5248.
Aleksandr Y. Aravkin, Felix J. Herrmann, Tristan van Leeuwen, James V. Burke, and Xiang Li, “Full waveform inversion with compressive updates”, in SIAM, 2011.
Aleksandr Y. Aravkin, Felix J. Herrmann, Tristan van Leeuwen, and Xiang Li, “Fast full-waveform inversion with compressive sensing”, in SEG Technical Program Expanded Abstracts, 2011.
Aleksandr Y. Aravkin, Tristan van Leeuwen, James V. Burke, and Felix J. Herrmann, “Sparsity promoting formulations and algorithms for FWI”, in EAGE Annual Conference Proceedings, 2011.
Aleksandr Y. Aravkin, Tristan van Leeuwen, James V. Burke, and Felix J. Herrmann, “Sparsity promoting formulations and algorithms for FWI”, in ICIAM, 2011.
Aleksandr Y. Aravkin, Tristan van Leeuwen, and Felix J. Herrmann, “Robust FWI using Student's t-distribution”, in ICIAM, 2011.
Aleksandr Y. Aravkin, Tristan van Leeuwen, and Felix J. Herrmann, “Robust full-waveform inversion using the Student's t-distribution”, in SEG Technical Program Expanded Abstracts, 2011, vol. 30, pp. 2669-2673.
Aleksandr Y. Aravkin, Xiang Li, and Felix J. Herrmann, “Fast seismic imaging for marine data”, in ICASSP, 2012.
Aleksandr Y. Aravkin, Tristan van Leeuwen, Kenneth Bube, and Felix J. Herrmann, “On non-uniqueness of the Student's t-formulation for linear inverse problems”, in SEG Technical Program Expanded Abstracts, 2012, vol. 31, pp. 1-5.
Aleksandr Y. Aravkin, Tristan van Leeuwen, Henri Calandra, and Felix J. Herrmann, “Source estimation for frequency-domain FWI with robust penalties”, in EAGE Annual Conference Proceedings, 2012.
Aleksandr Y. Aravkin, “Estimating nuisance parameters in inverse problems”, SINBAD Fall consortium talks. SINBAD, 2012.
Aleksandr Y. Aravkin, “Generalized SPGL1: from theory to applications”, SINBAD Fall consortium talks. SINBAD, 2012.
Aleksandr Y. Aravkin, “Inverse problems using Student's t”, SINBAD Spring consortium talks. SINBAD, 2012.
Aleksandr Y. Aravkin, “Extensions to sparsity promotion”, 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 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-distribution”, SINBAD Spring 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, “Introduction to convex composite optimization”, SINBAD Fall consortium talks. SINBAD, 2010.
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.
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.
Aleksandr Y. Aravkin and Tristan van Leeuwen, “Estimating nuisance parameters in inverse problems”, Inverse Problems, vol. 28, 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.