Lista de obras - David Donoho - Dominio Público Uruguay

50 Years of Data Science

scholarly article

AI and the Digitized Photoarchive

artículo científico publicado en 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

artículo científico publicado en 2010

Analysis of the Spatial Distribution of Galaxies by Multiscale Methods

artículo científico publicado en 2005

Asymptotic minimaxity of false discovery rate thresholding for sparse exponential data

artículo científico publicado en 2006

Atomic Decomposition by Basis Pursuit

artículo científico publicado en 2001

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

artículo científico publicado en 2001

Compressed Sensing MRI

artículo científico publicado en 2008

Compressed sensing

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

artículo científico publicado en 2005

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

artículo científico publicado en 2022

Data compression and harmonic analysis

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

artículo científico publicado en 2005

Density estimation by wavelet thresholding

artículo científico publicado en 1996

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

artículo científico publicado el 31 de diciembre de 2012

Does median filtering truly preserve edges better than linear filtering?

article published in 2009

Does the maximum entropy method improve sensitivity? ⬇️

artículo científico publicado en 1990

Fast Discrete Curvelet Transforms

artículo científico publicado en 2006

Feature selection by higher criticism thresholding achieves the optimal phase diagram

artículo científico publicado en 2009

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

artículo científico publicado en 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

artículo científico publicado en 2003

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

artículo científico publicado en 2008

Ideal spatial adaptation by wavelet shrinkage

artículo científico publicado en 1994

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

artículo científico

Measuring the predictive performance of computer-controlled infusion pumps

artículo científico publicado en 1992

Message-passing algorithms for compressed sensing

artículo científico publicado en 2009

Morphological component analysis: an adaptive thresholding strategy

artículo científico publicado en 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

artículo científico publicado en 2007

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

artículo científico publicado en 2021

Neighborliness of randomly projected simplices in high dimensions

artículo científico publicado en 2005

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

artículo científico publicado en 2009

One-Sided Inference about Functionals of a Density ⬇️

artículo científico de 'The Annals of Statistics' publicado en 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

artículo científico publicado en 2003

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

artículo científico publicado en 2007

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

Sparse nonnegative solution of underdetermined linear equations by linear programming

artículo científico publicado en 2005

Stable recovery of sparse overcomplete representations in the presence of noise

The curvelet transform for image denoising.

artículo científico publicado en 2002

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

artículo científico publicado el 6 de mayo de 2013

The science of deep learning

artículo científico publicado en 2020

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

artículo científico publicado en 1999

Uncertainty Principles and Signal Recovery

artículo científico publicado en 1989

Virtual Northern analysis of the human genome

artículo científico publicado en 2007

Wavelet Shrinkage: Asymptopia?

artículo científico publicado en 1995

Wedgelets: nearly minimax estimation of edges

artículo científico publicado en 1999

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

artículo científico publicado en 2004

Lista de obras de David Donoho

50 Years of Data Science

AI and the Digitized Photoarchive

Adapting to Unknown Smoothness via Wavelet Shrinkage

Adapting to unknown sparsity by controlling the false discovery rate

An invitation to reproducible computational research

Analysis of the Spatial Distribution of Galaxies by Multiscale Methods

Asymptotic minimaxity of false discovery rate thresholding for sparse exponential data

Atomic Decomposition by Basis Pursuit

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

Compressed Sensing MRI

Compressed sensing

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

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

Data compression and harmonic analysis

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

Density estimation by wavelet thresholding

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

Does median filtering truly preserve edges better than linear filtering?

Does the maximum entropy method improve sensitivity? ⬇️

Fast Discrete Curvelet Transforms

Feature selection by higher criticism thresholding achieves the optimal phase diagram

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

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

Gray and color image contrast enhancement by the curvelet transform

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

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

Ideal spatial adaptation by wavelet shrinkage

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

Measuring the predictive performance of computer-controlled infusion pumps

Message-passing algorithms for compressed sensing

Morphological component analysis: an adaptive thresholding strategy

Morphology of the Galaxy Distribution from Wavelet Denoising ⬇️

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

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

Neighborliness of randomly projected simplices in high dimensions

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

One-Sided Inference about Functionals of a Density ⬇️

Optimal Shrinkage of Eigenvalues in the Spiked Covariance Model

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

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

Reproducible Research in Computational Harmonic Analysis

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

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

Sparse nonnegative solution of underdetermined linear equations by linear programming

Stable recovery of sparse overcomplete representations in the presence of noise

The curvelet transform for image denoising.

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

The science of deep learning

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

Uncertainty Principles and Signal Recovery

Virtual Northern analysis of the human genome

Wavelet Shrinkage: Asymptopia?

Wedgelets: nearly minimax estimation of edges

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