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TSP
2008
106views more  TSP 2008»
15 years 4 months ago
Identification of Matrices Having a Sparse Representation
We consider the problem of recovering a matrix from its action on a known vector in the setting where the matrix can be represented efficiently in a known matrix dictionary. Conne...
Götz E. Pfander, Holger Rauhut, Jared Tanner
JCAM
2010
70views more  JCAM 2010»
14 years 11 months ago
The perturbed compound Poisson risk model with two-sided jumps
In this paper, we consider a perturbed compound Poisson risk model with two-sided jumps. The downward jumps represent the claims following an arbitrary distribution, while the upw...
Zhimin Zhang, Hu Yang, Shuanming Li
JMLR
2010
158views more  JMLR 2010»
14 years 11 months ago
Topology Selection in Graphical Models of Autoregressive Processes
An algorithm is presented for topology selection in graphical models of autoregressive Gaussian time series. The graph topology of the model represents the sparsity pattern of the...
Jitkomut Songsiri, Lieven Vandenberghe
CDC
2008
IEEE
134views Control Systems» more  CDC 2008»
15 years 10 months ago
Networked control systems with packet delays and losses
— We investigate the effect of packet delays and packet drops on networked control systems. First we consider the problem of where to locate a controller or state estimator in a...
Craig L. Robinson, P. R. Kumar
CORR
2010
Springer
172views Education» more  CORR 2010»
15 years 4 months ago
The MUSIC Algorithm for Sparse Objects: A Compressed Sensing Analysis
The MUSIC algorithm, and its extension for imaging sparse extended objects, with noisy data is analyzed by compressed sensing (CS) techniques. A thresholding rule is developed to a...
Albert Fannjiang