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List of works by David Donoho

50 Years of Data Science

scholarly article

AI and the Digitized Photoarchive

scientific article published in 2021

Adapting to Unknown Smoothness via Wavelet Shrinkage

Adapting to unknown sparsity by controlling the false discovery rate

article

An invitation to reproducible computational research

scientific article

Analysis of the Spatial Distribution of Galaxies by Multiscale Methods

scientific article

Asymptotic minimaxity of false discovery rate thresholding for sparse exponential data

scientific article (publication date: December 2006)

Atomic Decomposition by Basis Pursuit

scientific article published in 2001

Can recent innovations in harmonic analysis 'explain' key findings in natural image statistics?

scientific article published on August 2001

Compressed Sensing MRI

scientific article (publication date: March 2008)

Compressed sensing

Cosmological Non-Gaussian Signature Detection: Comparing Performance of Different Statistical Tests

scientific article published on 14 September 2005

Data Come First: Discussion of “Co-citation and Co-authorship Networks of Statisticians”

scientific article published in 2022

Data compression and harmonic analysis

Deblocking of block-transform compressed images using weighted sums of symmetrically aligned pixels

scientific article published in February 2005

Density estimation by wavelet thresholding

scientific article published in 1996

Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices ⬇️

scientific article published on December 31, 2012

Does median filtering truly preserve edges better than linear filtering?

article published in 2009

Does the maximum entropy method improve sensitivity? ⬇️

scientific article

Fast Discrete Curvelet Transforms

scientific article published in 2006

Feature selection by higher criticism thresholding achieves the optimal phase diagram

scientific article published in November 2009

For most large underdetermined systems of linear equations the minimal 𝓁1‐norm solution is also the sparsest solution

scientific article (publication date: 2006)

From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images

Gray and color image contrast enhancement by the curvelet transform

scientific article published on 01 January 2003

Hessian eigenmaps: locally linear embedding techniques for high-dimensional data

scientific article

High dimensional robust M-estimation: asymptotic variance via approximate message passing

High-Dimensional Centrally Symmetric Polytopes with Neighborliness Proportional to Dimension

Higher criticism for detecting sparse heterogeneous mixtures

Higher criticism thresholding: Optimal feature selection when useful features are rare and weak

scholarly article

Ideal spatial adaptation by wavelet shrinkage

scientific article published in 1994

Image decomposition via the combination of sparse representations and a variational approach

scientific article published on October 2005

Measuring the predictive performance of computer-controlled infusion pumps

scientific article published in February 1992

Message-passing algorithms for compressed sensing

scientific article published on 26 October 2009

Morphological component analysis: an adaptive thresholding strategy

scientific article published in November 2007

Morphology of the Galaxy Distribution from Wavelet Denoising ⬇️

scientific article published in the Astrophysical Journal

NMR data processing using iterative thresholding and minimum l(1)-norm reconstruction

scientific article

NUScon: a community-driven platform for quantitative evaluation of nonuniform sampling in NMR

scientific article published in 2021

Neighborliness of randomly projected simplices in high dimensions

scientific article

Neural Proximal Gradient Descent for Compressive Imaging ⬇️

Observed universality of phase transitions in high-dimensional geometry, with implications for modern data analysis and signal processing

scientific article

One-Sided Inference about Functionals of a Density ⬇️

scholarly article from 'The Annals of Statistics' published in 1988

Optimal Shrinkage of Eigenvalues in the Spiked Covariance Model

scientific article published on 27 June 2018

Optimally sparse representation in general (nonorthogonal) dictionaries via ℓ1 minimization

scientific article

Prevalence of neural collapse during the terminal phase of deep learning training

scientific article published on 21 September 2020

Reproducible Research in Computational Harmonic Analysis

scientific article published in 2009

Sparse MRI: The application of compressed sensing for rapid MR imaging

scientific article published in December 2007

Sparse Solution of Underdetermined Systems of Linear Equations by Stagewise Orthogonal Matching Pursuit

Sparse nonnegative solution of underdetermined linear equations by linear programming

scientific article

Stable recovery of sparse overcomplete representations in the presence of noise

The curvelet transform for image denoising.

scientific article

The phase transition of matrix recovery from Gaussian measurements matches the minimax MSE of matrix denoising ⬇️

scientific article published on May 6, 2013

The science of deep learning

scientific article published on 23 November 2020

Tight frames of k-plane ridgelets and the problem of representing objects that are smooth away from d-dimensional singularities in Rn

scientific article published on March 1999

Uncertainty Principles and Signal Recovery

scientific article (publication date: June 1989)

Virtual Northern analysis of the human genome

scientific article published on 23 May 2007

Wavelet Shrinkage: Asymptopia?

scientific article published in 1995

Wedgelets: nearly minimax estimation of edges

scientific article published in 1999

When Does Non-Negative Matrix Factorization Give a Correct Decomposition into Parts? ⬇️

scientific article published in January 2004

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