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David Leigh Donoho (born March 5, 1957) is an American statistician. He is a professor of statistics at Stanford University, where he is also the Anne T. and Robert M. Bass Professor in the Humanities and Sciences.
- Statistics
- Peter J. Huber
- American
2502. 2009. Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data. DL Donoho, C Grimes. Proceedings of the National Academy of Sciences 100 (10), 5591-5596. , 2003. 2253. 2003. New tight frames of curvelets and optimal representations of objects with piecewise C2 singularities.
home - dave donoho. My theoretical research interests have focused on the mathematics of statistical inference and on theoretical questions arising in applying harmonic analysis to various applied problems.
David Donoho is a leading expert in compressed sensing, a method of exploiting sparse signals in signal recovery, denoising, superresolution, and underdetermined equations. He also works on large-scale covariance matrix estimation, detection of rare and weak signals, and empirical deep learning.
A list of publications by David Donoho, a statistics professor at Stanford University. The list includes papers on topics such as signal processing, mathematical statistics, and wavelets, with dates, titles, and links to full texts. Some papers are categorized by fields and some are golden oldies.
David L. Donoho is a leading statistician and mathematician who has made seminal contributions to the development of non-asymptotic statistics, Bayesian inference, and compressed sensing. He is the Anne T. and Robert M. Bass Professor in the Humanities and Sciences at Stanford University and the NSF Postdoctoral Fellow at the University of California, Berkeley. He has received many awards and honors, including the IEEE Jack S. Kilby Signal Processing Medal, the Shaw Prize, and the Shaw Prize in Mathematical Sciences.
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David Donoho is a mathematician who works on theoretical and computational statistics, signal processing, and harmonic analysis. He is a professor in the School of Humanities and Sciences and a member of the Institute for Computational and Mathematical Engineering at Stanford.
