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» The Parity Problem in the Presence of Noise, Decoding Random...
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STOC
2000
ACM
174views Algorithms» more  STOC 2000»
13 years 9 months ago
Noise-tolerant learning, the parity problem, and the statistical query model
We describe a slightly subexponential time algorithm for learning parity functions in the presence of random classification noise, a problem closely related to several cryptograph...
Avrim Blum, Adam Kalai, Hal Wasserman
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
2010
Springer
88views Education» more  CORR 2010»
13 years 5 months ago
Network Codes Resilient to Jamming and Eavesdropping
Abstract--We consider the problem of communicating information over a network secretly and reliably in the presence of a hidden adversary who can eavesdrop and inject malicious err...
Hongyi Yao, Danilo Silva, Sidharth Jaggi, Michael ...