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» Error Correction via Linear Programming
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FOCS
2005
IEEE
13 years 10 months ago
Error Correction via Linear Programming
Emmanuel J. Candès, Mark Rudelson, Terence ...
ICASSP
2010
IEEE
13 years 5 months ago
Large margin estimation of n-gram language models for speech recognition via linear programming
We present a novel discriminative training algorithm for n-gram language models for use in large vocabulary continuous speech recognition. The algorithm uses large margin estimati...
Vladimir Magdin, Hui Jiang
CORR
2010
Springer
124views Education» more  CORR 2010»
13 years 5 months ago
Dense Error Correction for Low-Rank Matrices via Principal Component Pursuit
Abstract--We consider the problem of recovering a lowrank matrix when some of its entries, whose locations are not known a priori, are corrupted by errors of arbitrarily large magn...
Arvind Ganesh, John Wright, Xiaodong Li, Emmanuel ...
CORR
2006
Springer
92views Education» more  CORR 2006»
13 years 4 months ago
Highly robust error correction by convex programming
This paper discusses a stylized communications problem where one wishes to transmit a real-valued signal x Rn (a block of n pieces of information) to a remote receiver. We ask wh...
Emmanuel J. Candès, Paige A. Randall
HASE
2008
IEEE
13 years 11 months ago
Localizing Program Errors via Slicing and Reasoning
Model-based program debugging exploits discrepancies between the program behavior anticipated by a programmer and the program’s actual behavior when executed on a set of inputs....
Fei Pu, Yan Zhang