Biblio
, “Sometimes it pays to be cheap – Compressive time-lapse seismic data acquisition”, SEG Distinguished Lecture. Society of Exploration Geophysicists, 2019.
, “Randomized algorithms in seismic imaging”, in Inaugural Full-Waveform Inversion Workshop, 2015.
, “Randomized sampling strategies”, in EAGE Annual Conference Proceedings, 2010.
, “DNOISE III – the next step”, SINBAD Spring consortium talks. SINBAD, 2014.
, “Wavefield Reconstruction Inversion (WRI) – a new take on wave-equation based inversion”, in SEG Workshop on Full Waveform Inversion - Elastic Approaches and Issues with Anisotropy, Nonshallow Inversion, Poor Starting Model; Denver, 2014.
, “ML@scale using randomized linear algebra”, in Microsoft, 2021.
, “Multiple prediction from incomplete data”, in SINBAD 2006, 2006.
, “Uncertainty-aware machine-learning enabled velocity-model building with Devito”, in 18th Annual Energy High Performance Computing Conference 2025, RICE, 2025, p. 4th Annual Devito User and Developer Workshop.
, “Latest developments in seismic-data recovery”, SINBAD Spring consortium talks. SINBAD, 2012.
, “Low-rank based matrix/tensor completions for the "real" (seismic) world”, in Workshop on Sparse Representations, Numerical Linear Algebra, and Optimization; Banff, 2014.
, “Act normal that's crazy enough — an overview of seismic inversion with normalizing flows and surrogate modeling”, Scientific Computing, Applied and Industrial Mathematics (SCAIM) Seminar. 2023.
, “Learned wave-based imaging - variational inference at scale”, in Delft, 2021.
, “Primary-multiple separation by curvelet frames”, in SINBAD 2006, 2006, vol. 170, pp. 781-799.
, “SINBAD's research program”, presented at the 11, 2011.
, “Fast sparsity-promoting imaging with message passing”, SINBAD Fall consortium talks. SINBAD, 2012.
, “Non-linear primary-multiple separation with directional curvelet frames”, Geophysical Journal International, vol. 170, pp. 781-799, 2007.
, “Compressive seismic imaging”, in AMS Von Neumann, 2007.
, “Optimization strategies for sparseness- and continuity-enhanced imaging: theory”, in EAGE Annual Conference Proceedings, 2005.
, “Compressive sensing in marine acquisition and beyond”, in EAGE Annual Conference Proceedings, 2012.
, “Breaking structure - why randomized sampling matters”, in CSEG Technical Luncheon, 2014.
, “Learned imaging with constraints and uncertainty quantification”, in Neural Information Processing Systems (NeurIPS), 2019.
, “Accelerated large-scale inversion with message passing”, in SEG Technical Program Expanded Abstracts, 2012, vol. 31, pp. 1-6.
, “Compressive sensing in seismic exploration: an outlook on a new paradigm”, CSEG Recorder, vol. 36, pp. 34-39, 2011.
, “Recent developments in primary-multiple separation”, in SINBAD 2007, 2007.

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