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» The Limits of Error Correction with lp Decoding
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CORR
2010
Springer
57views Education» more  CORR 2010»
13 years 2 months ago
The Limits of Error Correction with lp Decoding
An unknown vector f in Rn can be recovered from corrupted measurements y = Af + e where Am
Meng Wang, Weiyu Xu, Ao Tang
STOC
2007
ACM
101views Algorithms» more  STOC 2007»
14 years 5 months ago
The price of privacy and the limits of LP decoding
This work is at the intersection of two lines of research. One line, initiated by Dinur and Nissim, investigates the price, in accuracy, of protecting privacy in a statistical dat...
Cynthia Dwork, Frank McSherry, Kunal Talwar
STOC
2009
ACM
159views Algorithms» more  STOC 2009»
14 years 6 months ago
Message passing algorithms and improved LP decoding
Linear programming decoding for low-density parity check codes (and related domains such as compressed sensing) has received increased attention over recent years because of its p...
Sanjeev Arora, Constantinos Daskalakis, David Steu...
CORR
2007
Springer
132views Education» more  CORR 2007»
13 years 5 months ago
Probabilistic Analysis of Linear Programming Decoding
Abstract—We initiate the probabilistic analysis of linear programming (LP) decoding of low-density parity-check (LDPC) codes. Specifically, we show that for a random LDPC code e...
Constantinos Daskalakis, Alexandros G. Dimakis, Ri...
ICASSP
2008
IEEE
13 years 11 months ago
Decoding real-field codes by an iterative Expectation-Maximization (EM) algorithm
In this paper, a new approach for decoding real-field codes based on finding sparse solutions of underdetermined linear systems is proposed. This algorithm iteratively estimates...
Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutt...