2

Robust principal component analysis?

Year:
2011
Language:
english
File:
PDF, 2.18 MB
english, 2011
4

Exact matrix completion via convex optimization

Year:
2012
Language:
english
File:
PDF, 1.17 MB
english, 2012
5

The Dantzig selector: Statistical estimation when p is much larger than n

Year:
2007
Language:
english
File:
PDF, 1.95 MB
english, 2007
6

A Singular Value Thresholding Algorithm for Matrix Completion

Year:
2010
Language:
english
File:
PDF, 457 KB
english, 2010
10

Sparsity and incoherence in compressive sampling

Year:
2007
Language:
english
File:
PDF, 411 KB
english, 2007
12

A knockoff filter for high-dimensional selective inference

Year:
2019
Language:
english
File:
PDF, 352 KB
english, 2019
13

Super-Resolution from Noisy Data

Year:
2013
Language:
english
File:
PDF, 646 KB
english, 2013
15

Harmonic Analysis of Neural Networks

Year:
1999
Language:
english
File:
PDF, 150 KB
english, 1999
16

Phase Retrieval via Matrix Completion

Year:
2013
Language:
english
File:
PDF, 1.22 MB
english, 2013
19

The Dantzig Selector: Statistical Estimation When p Is Much Larger than n

Year:
2007
Language:
english
File:
PDF, 3.08 MB
english, 2007
21

Adaptive Restart for Accelerated Gradient Schemes

Year:
2015
Language:
english
File:
PDF, 1.04 MB
english, 2015
26

False discoveries occur early on the Lasso path

Year:
2017
Language:
english
File:
PDF, 475 KB
english, 2017
27

Phase Retrieval via Matrix Completion

Year:
2015
Language:
english
File:
PDF, 1.21 MB
english, 2015
28

Exact Matrix Completion via Convex Optimization

Year:
2009
Language:
english
File:
PDF, 1.10 MB
english, 2009
29

The restricted isometry property and its implications for compressed sensing

Year:
2008
Language:
english
File:
PDF, 116 KB
english, 2008
30

Curvelets and Fourier Integral Operators

Year:
2003
Language:
english
File:
PDF, 90 KB
english, 2003
32

Robust subspace clustering

Year:
2014
Language:
english
File:
PDF, 835 KB
english, 2014
35

Controlling the false discovery rate via knockoffs

Year:
2015
Language:
english
File:
PDF, 601 KB
english, 2015
38

How well can we estimate a sparse vector?

Year:
2013
Language:
english
File:
PDF, 183 KB
english, 2013
39

Simple bounds for recovering low-complexity models

Year:
2013
Language:
english
File:
PDF, 220 KB
english, 2013
40

Randomized Algorithms for Low-Rank Matrix Factorizations: Sharp Performance Bounds

Year:
2015
Language:
english
File:
PDF, 304 KB
english, 2015
43

Super-Resolution of Positive Sources: The Discrete Setup

Year:
2016
Language:
english
File:
PDF, 516 KB
english, 2016
44

Near-Ideal Model Selection by ℓ₁ Minimization

Year:
2009
Language:
english
File:
PDF, 2.30 MB
english, 2009
47

Error correction and convex programming

Year:
2007
Language:
english
File:
PDF, 92 KB
english, 2007