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Rafael Orozco, Ali Siahkoohi, Mathias Louboutin, and Felix J. Herrmann, “ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems”. 2024.
Fabio Luporini, Mathias Louboutin, Michael Lange, Navjot Kukreja, Philipp A. Witte, Jan Hückelheim, Charles Yount, Paul H. J. Kelly, Felix J. Herrmann, and Gerard J. Gorman, “Architecture and performance of Devito, a system for automated stencil computation”, ACM Trans. Math. Softw., vol. 46, 2020.
Felix J. Herrmann, “Approximate message passing meets exploration seismology”, in 2012 IEEE Statistical Signal Processing Workshop (SSP) (SSP'12), Ann Arbor, Michigan, USA, 2012.
Ernie Esser and Felix J. Herrmann, “Applications of phase retrieval methods to blind seismic deconvolution”, SINBAD Fall consortium talks. SINBAD, 2013.
Curt Da Silva, Yiming Zhang, Rajiv Kumar, and Felix J. Herrmann, “Applications of low-rank compressed seismic data to full waveform inversion and extended image volumes”, Geophysics, 2019.
Evgeniy Lebed, “Applications of curvelets/surfacelets to seismic data processing”, in SINBAD, 2008.
Gilles Hennenfent and Felix J. Herrmann, “Application of stable signal recovery to seismic data interpolation”, in SEG Technical Program Expanded Abstracts, 2006, pp. 2797-2801.
Reza Shahidi, Gang Tang, Jianwei Ma, and Felix J. Herrmann, “Application of randomized sampling schemes to curvelet-based sparsity-promoting seismic data recovery”, Geophysical Prospecting, vol. 61, pp. 973-997, 2013.
Polina Zheglova and Felix J. Herrmann, “Application of matrix square root and its inverse to downward wavefield extrapolation”, in EAGE Annual Conference Proceedings, 2014.
Ernie Esser and Felix J. Herrmann, “Application of a convex phase retrieval method to blind seismic deconvolution”, in EAGE Annual Conference Proceedings, 2014.
Philipp A. Witte and Felix J. Herrmann, “Anisotropic RTM applied to field data”, SINBAD Fall consortium talks. SINBAD, 2015.
Mike Warner, “Anisotropic 3D full-waveform inversion of the Tommeliten Alpha field”, SINBAD Fall consortium talks. SINBAD, 2012.
Brock Hargreaves, “Analysis versus synthesis in weighted sparse recovery”, SINBAD Fall consortium talks. SINBAD, 2012.
Ozgur Yilmaz, “Analog-to-digital conversion in compressive sampling”, SINBAD Fall consortium talks. SINBAD, 2014.
Ben B. Bougher and Felix J. Herrmann, “Amplitude vs. angle analysis as an unsupervised learning problem”, SINBAD Fall consortium talks. SINBAD, 2016.
Ali Siahkoohi, Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, “Amortized velocity continuation with Fourier neural operators”, ML4SEISMIC Partners Meeting. 2022.
Rafael Orozco, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, and Felix J. Herrmann, “Amortized normalizing flows for transcranial ultrasound with uncertainty quantification”, in Medical Imaging with Deep Learning, 2023.
Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, “Amortized Bayesian Full Waveform Inversion and Experimental Design with Normalizing Flows”, in International Meeting for Applied Geoscience and Energy, 2023.
Michael P. Friedlander, “Algorithms for sparse optimization”, SINBAD Fall consortium talks. SINBAD, 2010.
Michael P. Friedlander, “Algorithms for large-scale sparse reconstruction”, in IEMS, Northwestern University, 2009.
Michael P. Friedlander, “Algorithms for large-scale sparse reconstruction”, in SINBAD 2008, 2008.
Bas Peters and Felix J. Herrmann, “Algorithms and software for projections onto intersections of convex and non-convex sets with applications to inverse problems”, arXiv e-prints, 2019.
Bas Peters and Felix J. Herrmann, “Algorithms and Julia software for FWI with multiple constraints”, SINBAD Fall consortium talks. SINBAD, 2017.
Bas Peters, Chen Greif, and Felix J. Herrmann, “An algorithm for solving least-squares problems with a Helmholtz block and multiple right-hand-sides”, in International Conference On Preconditioning Techniques For Scientific And Industrial Applications, 2015.
Rajiv Kumar, Tristan van Leeuwen, and Felix J. Herrmann, “Affordable omnidirectional image volumes extension to 3D”, SINBAD Fall consortium talks. SINBAD, 2015.

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