Biblio
“Optimization on the Hierarchical Tucker manifold - applications to tensor completion”, Linear Algebra and its Applications, vol. 481, pp. 131-173, 2015.
, “Hierarchical Tucker tensor optimization - applications to tensor completion”, presented at the 07, 2013.
, “A unified 2D/3D large scale software environment for nonlinear inverse problems”, ACM Transactions on Mathematical Software, 2019.
, “Curvelet processing and imaging: 4-D adaptive subtraction”, in CSEG Annual Conference Proceedings, 2004.
, “A linearized Bregman method for compressive waveform inversion”, in SEG Technical Program Expanded Abstracts, 2016, pp. 1449-1454.
, “Our findings on the Chevron benchmark dataset”, SINBAD Fall consortium talks. SINBAD, 2012.
, “FWI from the West Coasts: lessons learned from "Gulf of Mexico Imaging Challenges: What Can Full Waveform Inversion Achieve?"”, in SEG Workshop on FWI; Las Vegas, 2012.
, “CO2 reservoir monitoring through Bayesian data assimilation”, ML4SEISMIC Partners Meeting. 2023.
, “AVA classification as an unsupervised machine-learning problem”, in SEG Technical Program Expanded Abstracts, 2016, pp. 553-556.
, “Machine learning applications to geophysical data analysis”, The University of British Columbia, Vancouver, 2016.
, “Amplitude vs. angle analysis as an unsupervised learning problem”, SINBAD Fall consortium talks. SINBAD, 2016.
, “Using the scattering transform to predict stratigraphic units from well logs”, CSEG Recorder, vol. 41, pp. 22-25, 2016.
, “Prediction of stratigraphic units from spectral co-occurance coefficients of well logs”, in CSEG Annual Conference Proceedings, 2015.
, “Temporal blocking of finite-difference stencil operators with sparse "off-the-grid" sources”, in IEEE International Parallel and Distributed Processing Symposium, 2021.
, “Curvelet denoising of 4-D seismic”, in EAGE Annual Conference Proceedings, 2004.
, “Computation of time-lapse differences with 3-D directional frames”, in SEG Technical Program Expanded Abstracts, 2005, vol. 24, pp. 2488-2491.
, “Permeability and storativity of binary mixtures of high-and low-porosity materials”, Journal of Geophysical Research: Solid Earth, vol. 109, p. B12207, 2004.
, “Compressed sensing, recovery of signals using random Turbo matrices”, SINBAD Fall consortium talks. SINBAD, 2013.
, “Compressed sensing, random Fourier matrix and jitter sampling”, SINBAD Fall consortium talks. SINBAD, 2012.
, “Inverse problems using Student's t”, SINBAD Spring consortium talks. SINBAD, 2012.
, “An SVD-free Pareto curve approach to rank minimization”, UBC, TR-EOAS-2013-2, 2013.
, “Robust full-waveform inversion using the Student's t-distribution”, in SEG Technical Program Expanded Abstracts, 2011, vol. 30, pp. 2669-2673.
, “A randomized, sparsity promoting, Gauss-Newton algorithm for seismic waveform inversion”, SINBAD Fall consortium talks. SINBAD, 2011.
, “Robust inversion, dimensionality reduction, and randomized sampling”, Mathematical Programming, vol. 134, pp. 101-125, 2012.
, “Full waveform inversion with compressive updates”, in SIAM, 2011.
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