108 search results - page 12 / 22 » Efficiently solving convex relaxations for MAP estimation |
IPPS
2010
IEEE
13 years 7 months ago
2010
IEEE
Complex networks capture interactions among entities in various application areas in a graph representation. Analyzing large scale complex networks often answers important question...
CDC
2009
IEEE
14 years 1 months ago
2009
IEEE
Distributed decision making in networked systems depends critically on the timely availability of critical fresh information. Performance of networked systems, from the perspective...
CIMAGING
2009
13 years 10 months ago
2009
The Dantzig selector is a near ideal estimator for recovery of sparse signals from linear measurements in the presence of noise. It is a convex optimization problem which can be r...
ICML
2010
IEEE
13 years 10 months ago
2010
IEEE
A sparse representation of Support Vector Machines (SVMs) with respect to input features is desirable for many applications. In this paper, by introducing a 0-1 control variable t...
ISCAS
1994
IEEE
14 years 1 months ago
1994
IEEE
Earlier research has shown that the problem of optimal weighted median filtering with structural constraints can be formulated as a nonconvex nonlinear programming problem in gene...