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Thesis
Rajiv Kumar, “Enabling large-scale seismic data acquisition, processing and waveform-inversion via rank-minimization”, The University of British Columbia, Vancouver, 2017.
Report
Rajiv Kumar, Haneet Wason, and Felix J. Herrmann, “Time-jittered marine acquisition: low-rank v/s sparsity”, UBC, TR-EOAS-2015-2, 2015.
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.
Rajiv Kumar, Oscar Lopez, Ernie Esser, and Felix J. Herrmann, “Matrix completion on unstructured grids : 2-D seismic data regularization and interpolation”, UBC, TR-EOAS-2014-3, 2014.
Rajiv Kumar, Ning Tu, Tristan van Leeuwen, and Felix J. Herrmann, “Least-squares extended imaging with surface-related multiples”, UBC, TR-EOAS-2015-1, 2015.
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.
Presentation
Rajiv Kumar, Aleksandr Y. Aravkin, Hassan Mansour, Ernie Esser, and Felix J. Herrmann, “Wavefield reconstruction with SVD-free low-rank matrix factorization”, SINBAD Fall consortium talks. SINBAD, 2013.
Felix Oghenekohwo, Rajiv Kumar, Ernie Esser, and Felix J. Herrmann, “Use what`s in common: time-lapse FWI with distributed Compressive Sensing”, SINBAD Fall consortium talks. SINBAD, 2014.
Oscar Lopez, Haneet Wason, Rajiv Kumar, and Felix J. Herrmann, “Universal matrix completion: applications to seismic data acquisition”, SINBAD Fall consortium talks. SINBAD, 2015.
Yijun Zhang, Mathias Louboutin, Ali Siahkoohi, Ziyi Yin, Rajiv Kumar, Oscar Lopez, and Felix J. Herrmann, “Time-lapse seismic survey design by maximizing the spectral gap”, ML4SEISMIC Partners Meeting. 2022.
Rajiv Kumar, Haneet Wason, and Felix J. Herrmann, “Time-jittered marine acquisition: low-rank v/s sparsity”, SINBAD Fall consortium talks. SINBAD, 2014.
Rajiv Kumar, Oscar Lopez, Ernie Esser, and Felix J. Herrmann, “SVD-free matrix completion for seismic data reconstruction”, SINBAD Spring consortium talks. SINBAD, 2014.
Ning Tu, Navid Ghadermarzy, Rajiv Kumar, and Felix J. Herrmann, “Sparse inversion simplified”, SINBAD Fall consortium talks. SINBAD, 2014.
Haneet Wason, Rajiv Kumar, and Felix J. Herrmann, “Source separation via SVD-free rank-minimization in the hierarchical semi-separable representation”, SINBAD Fall consortium talks. SINBAD, 2014.
Haneet Wason, Rajiv Kumar, and Felix J. Herrmann, “Source separation for simultaneous towed-streamer acquisition via compressed sensing”, SINBAD Fall consortium talks. SINBAD, 2015.
Rajiv Kumar, Hassan Mansour, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Seismic data interpolation via low-rank matrix factorization in the hierarchical semi-separable representation”, SINBAD Spring consortium talks. SINBAD, 2013.
Rajiv Kumar, “Seismic data interpolation using SVD free Pareto curve based low rank optimization”, SINBAD Fall consortium talks. SINBAD, 2012.
Ali M. Alfaraj, Rajiv Kumar, and Felix J. Herrmann, “Reconstruction of S-waves from low-cost randomized acquisition”, SINBAD Fall consortium talks. SINBAD, 2017.
Felix Oghenekohwo, Rajiv Kumar, Haneet Wason, Ernie Esser, Ning Tu, and Felix J. Herrmann, “Recent developments in compressive sensing for time-lapse studies”, SINBAD Spring consortium talks. SINBAD, 2015.
Oscar Lopez, Rajiv Kumar, and Felix J. Herrmann, “Rank minimization via alternating optimization”, SINBAD Fall consortium talks. SINBAD, 2014.
Felix Oghenekohwo, Rajiv Kumar, Haneet Wason, Ernie Esser, and Felix J. Herrmann, “Randomized subsampling in time-lapse surveys and recovery techniques”, SINBAD Fall consortium talks. SINBAD, 2014.
Andrew J. Calvert, Ian Hanlon, Mostafa Javanmehri, Rajiv Kumar, Tristan van Leeuwen, Xiang Li, Brendan R. Smithyman, Eric Takam Takougang, Haneet Wason, and Felix J. Herrmann, “Our findings on the Chevron benchmark dataset”, SINBAD Fall consortium talks. SINBAD, 2012.
Oscar Lopez, Rajiv Kumar, Ernie Esser, and Felix J. Herrmann, “Off-the-grid matrix completion”, SINBAD Fall consortium talks. SINBAD, 2014.
Rajiv Kumar, Marie Graff-Kray, Ivan Vasconcelos, and Felix J. Herrmann, “Multi-domain target-oriented imaging using extreme-scale matrix factorization”, SINBAD Fall consortium talks. SINBAD, 2017.
Oscar Lopez, Keegan Lensink, Rajiv Kumar, and Henryk Modzelewski, “Matrix Completion in Parallel Architectures: Julia Implementation”, SINBAD Fall consortium talks. SINBAD, 2017.

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