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2013
Tristan van Leeuwen and Felix J. Herrmann, “A penalty method for PDE-constrained optimization with applications to wave-equation based seismic inversion”, in SEG Workshop on Computational Mathematics for Geophysics; Houston, 2013.
Tim T.Y. Lin and Felix J. Herrmann, “Robust estimation of primaries by sparse inversion via one-norm minimization”, Geophysics, vol. 78, pp. R133-R150, 2013.
Aleksandr Y. Aravkin, Tristan van Leeuwen, and Ning Tu, “Sparse seismic imaging using variable projection”, in ICASSP, 2013.
2012
Felix J. Herrmann, “Accelerated large-scale inversion with message passing”, in SEG Technical Program Expanded Abstracts, 2012, vol. 31, pp. 1-6.
Eldad Haber, Matthias Chung, and Felix J. Herrmann, “An effective method for parameter estimation with PDE constraints with multiple right hand sides”, SIAM Journal on Optimization, vol. 22, 2012.
Felix J. Herrmann and Xiang Li, “Efficient least-squares imaging with sparsity promotion and compressive sensing”, Geophysical Prospecting, vol. 60, pp. 696-712, 2012.
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.
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.
Michael P. Friedlander and Mark Schmidt, “Hybrid deterministic-stochastic methods for data fitting”, SIAM Journal on Scientific Computing, vol. 34, pp. A1380-A1405, 2012.
Joost van der Neut, Felix J. Herrmann, and Kees Wapenaar, “Interferometric redatuming with simultaneous and missing sources using sparsity promotion in the curvelet domain”, in SEG Technical Program Expanded Abstracts, 2012, vol. 31, pp. 1-7.
Tristan van Leeuwen, “A parallel matrix-free framework for frequency-domain seismic modelling, imaging and inversion in Matlab”, TR-EOAS-2012-5, 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.
2011
Felix J. Herrmann, Aleksandr Y. Aravkin, Tristan van Leeuwen, and Xiang Li, “FWI with sparse recovery: a convex-composite approach”, in ICIAM, 2011.
Tristan van Leeuwen, Felix J. Herrmann, Mark Schmidt, and Michael P. Friedlander, “A hybrid stochastic-deterministic optimization method for waveform inversion”, in EAGE Annual Conference Proceedings, 2011.
Felix J. Herrmann, Xiang Li, Aleksandr Y. Aravkin, and Tristan van Leeuwen, “A modified, sparsity promoting, Gauss-Newton algorithm for seismic waveform inversion”, in Proc. SPIE, 2011.
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, 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, Tristan van Leeuwen, and Felix J. Herrmann, “Robust FWI using Student's t-distribution”, in ICIAM, 2011.
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, Tristan van Leeuwen, James V. Burke, and Felix J. Herrmann, “Sparsity promoting formulations and algorithms for FWI”, in ICIAM, 2011.
Hassan Mansour and Ozgur Yilmaz, “Weighted -$\ell_1$ minimization with multiple weighting sets”, in Proc. SPIE, 2011, vol. 8138, pp. 813809-813809-13.
2010
Peyman P. Moghaddam and Felix J. Herrmann, “Randomized full-waveform inversion: a dimenstionality-reduction approach”, in SEG Technical Program Expanded Abstracts, 2010, vol. 29, pp. 977-982.
Felix J. Herrmann, “Randomized sampling and sparsity: getting more information from fewer samples”, Geophysics, vol. 75, pp. WB173-WB187, 2010.
2008
Deli Wang, Rayan Saab, Ozgur Yilmaz, and Felix J. Herrmann, “Bayesian wavefield separation by transform-domain sparsity promotion”, Geophysics, vol. 73, pp. 1-6, 2008.
Ewout van den Berg, Mark Schmidt, Michael P. Friedlander, and K. Murphy, “Group sparsity via linear-time projection”, UBC - Department of Computer Science, TR-2008-09, 2008.

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