50 years of Data Science David Donoho Sept. 18, 2015 VersionAbstract

Source URL: msdse.org

When Does Non-Negative Matrix Factorization Give a Correct Decomposition into Parts? David Donoho Department of Statistics Stanford University

Source URL: www.stanford.edu

Information-Theoretically Optimal Compressed Sensing via Spatial Coupling and Approximate Message Passing David L. Donoho† , Adel Javanmard∗ and Andrea Montanari ∗†

Source URL: web.stanford.edu

High Dimensional Robust M-Estimation: Asymptotic Variance via Approximate Message Passing David Donoho ∗

Source URL: web.stanford.edu

50 years of Data Science David Donoho Sept. 18, 2015 VersionAbstract

Source URL: courses.csail.mit.edu

• Computing
• Statistics
• Information
• Formal sciences
• Data management
• Data
• Big data
• Technology forecasting
• Transaction processing
• Data science
• Data analysis
• Exploratory data analysis

A digital technique for art authentication Siwei Lyu*, Daniel Rockmore*†, and Hany Farid*‡ Departments of *Computer Science and †Mathematics, Dartmouth College, Hanover, NHCommunicated by David L. Donoho, St

Source URL: www.ists.dartmouth.edu

50 years of Data Science David Donoho Sept. 18, 2015 VersionAbstract

Source URL: dl.dropboxusercontent.com

• Data management
• Formal sciences
• Data
• Data science
• Information science
• Statistics
• Big data
• Exploratory data analysis
• Data analysis
• John Tukey
• Mathematical statistics
• Open science

Continuous Curvelet Transform: I. Resolution of the Wavefront Set Emmanuel J. Cand`es and David L. Donoho Abstract We discuss a Continuous Curvelet Transform (CCT), a transform f
→ Γf (a, b, θ) of functions f (x1 ,

Source URL: statweb.stanford.edu

Continuous Curvelet Transform: II. Discretization and Frames Emmanuel J. Cand`es and David L. Donoho Abstract We develop a unifying perspective on several decompositions exhibiting directional parabolic scaling. In each

Source URL: statweb.stanford.edu

Fast Discrete Curvelet Transforms Emmanuel Cand`es† , Laurent Demanet† , David Donoho] and Lexing Ying† † Applied and Computational Mathematics, Caltech, Pasadena, CADepartment of Statistics, Stanford Un

Source URL: statweb.stanford.edu

• Wavelets
• Unitary operators
• Time–frequency analysis
• Curvelet
• Wavelet
• Fourier transform
• Discrete transform
• Integral transform
• Mathematical analysis
• Fourier analysis
• Digital signal processing