Jared Tanner, Ph.D

University of Oxford University of Oxford, Oxford, United Kingdom 
Compressed Sensing, Matrix Completion, Stochastic Geometry, Approximation Theory
"Jared Tanner"

Professor of the Mathematics of Information in the Mathematics Institute at Oxford University and a Fellow at Exeter College; SIAM UKIE Vice President (2011-2013) and Founding Editor-in-Chief of Information and Inference: A Journal of the IMA. Previous academic appointments are:

University of Edinburgh, School of Mathematics, 2007-2012. Professor of the Mathematics of Information (2010-2012), Reader (2009-2010), and Lecturer (2007-2009).
University of Utah, Department of Mathematics, 2006-2007. Assistant Professor.
Stanford University, Department of Statistics, 2004-2006. NSF Postdoctoral Fellow.
University of California at Davis, Department of Mathematics, 2002-2004. Visiting Assistant Research Professor.
My research focus is on the design, analysis, and application of numerical algorithms for information inspired applications in signal & image processing.

Mean distance: 16.65 (cluster 17)


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Eitan Tadmor grad student (MathTree)
Terence Tao grad student (MathTree)
David L. Donoho post-doc (MathTree)


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Mostafa (Neo) Mohsenvand grad student 2012-2013 Oxford
Vinayak Abrol post-doc 2018-2019 Oxford
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Stolz BJ, Tanner J, Harrington HA, et al. (2020) Geometric anomaly detection in data. Proceedings of the National Academy of Sciences of the United States of America
Bah B, Tanner J. (2018) On the Construction of Sparse Matrices From Expander Graphs Frontiers in Applied Mathematics and Statistics. 4
Mendoza-Smith R, Tanner J. (2018) Expander ℓ 0 -decoding Applied and Computational Harmonic Analysis. 45: 642-667
Tanner J, Wei K. (2016) Low rank matrix completion by alternating steepest descent methods Applied and Computational Harmonic Analysis. 40: 417-429
Blanchard JD, Tanner J, Wei K. (2015) Conjugate gradient iterative hard thresholding: Observed noise stability for compressed sensing Ieee Transactions On Signal Processing. 63: 528-537
Blanchard JD, Tanner J, Wei K. (2015) CGIHT: Conjugate Gradient Iterative Hard Thresholding for Compressed Sensing and Matrix Completion Information and Inference: a Journal of the Ima. 4: 289-327
Blanchard JD, Tanner J. (2015) Performance comparisons of greedy algorithms in compressed sensing Numerical Linear Algebra With Applications. 22: 254-282
Bah B, Tanner J. (2014) Bounds of restricted isometry constants in extreme asymptotics: Formulae for Gaussian matrices Linear Algebra and Its Applications. 441: 88-109
Tanner J, Wei K. (2013) Normalized iterative hard thresholding for matrix completion Siam Journal On Scientific Computing. 35: S104-S125
Bah B, Tanner J. (2013) Vanishingly sparse matrices and expander graphs, with application to compressed sensing Ieee Transactions On Information Theory. 59: 7491-7508
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