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Convex Optimization for Big Data

Convex Optimization for Big Data

Volkan Cevher
Stephen Becker
Mark Schmidt
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Papers citing "Convex Optimization for Big Data"

5 / 5 papers shown
Title
Revisiting maximum-a-posteriori estimation in log-concave models
Revisiting maximum-a-posteriori estimation in log-concave models
Marcelo Pereyra
39
22
0
19 Dec 2016
Parallel Coordinate Descent Methods for Big Data Optimization
Parallel Coordinate Descent Methods for Big Data Optimization
Peter Richtárik
Martin Takáč
94
487
0
04 Dec 2012
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization
Mark Schmidt
Nicolas Le Roux
Francis R. Bach
138
582
0
12 Sep 2011
The Convex Geometry of Linear Inverse Problems
The Convex Geometry of Linear Inverse Problems
V. Chandrasekaran
Benjamin Recht
P. Parrilo
A. Willsky
152
1,338
0
03 Dec 2010
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers
S. Negahban
Pradeep Ravikumar
Martin J. Wainwright
Bin Yu
296
1,377
0
13 Oct 2010