Jared Tanner, Ph.D
|University of Oxford||University of Oxford, Oxford, United Kingdom|
Area:Compressed Sensing, Matrix Completion, Stochastic Geometry, Approximation Theory
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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|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|