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ICASSP
2011
IEEE
13 years 1 months ago
Improved model-based spectral compressive sensing via nested least squares
This paper introduces a new algorithm for reconstructing signals with sparse spectrums from noisy compressive measurements. The proposed model-based algorithm takes the signal str...
Mahdi Shaghaghi, Sergiy A. Vorobyov
KBSE
2005
IEEE
14 years 3 months ago
A context-sensitive structural heuristic for guided search model checking
Software verification using model checking often translates programs into corresponding transition systems that model the program behavior. As software systems continue to grow i...
Neha Rungta, Eric G. Mercer
CORR
2011
Springer
202views Education» more  CORR 2011»
13 years 4 months ago
Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions
We analyze a class of estimators based on a convex relaxation for solving highdimensional matrix decomposition problems. The observations are the noisy realizations of the sum of ...
Alekh Agarwal, Sahand Negahban, Martin J. Wainwrig...
CVPR
2008
IEEE
14 years 12 months ago
3D surface models by geometric constraints propagation
This paper proposes a technique for estimating piecewise planar models of objects from their images and geometric constraints. First, assuming a bounded noise in the localization ...
Michela Farenzena, Andrea Fusiello
ACL
2006
13 years 11 months ago
Guiding a Constraint Dependency Parser with Supertags
We investigate the utility of supertag information for guiding an existing dependency parser of German. Using weighted constraints to integrate the additionally available informat...
Kilian A. Foth, Tomas By, Wolfgang Menzel