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» Structured semidefinite representation of some convex sets
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CDC
2008
IEEE
291views Control Systems» more  CDC 2008»
13 years 7 months ago
Structured semidefinite representation of some convex sets
Linear matrix Inequalities (LMIs) have had a major impact on control but formulating a problem as an LMI is an art. Recently there is the beginnings of a theory of which problems ...
J. William Helton, Jiawang Nie
CORR
2010
Springer
198views Education» more  CORR 2010»
13 years 1 months ago
Convex Graph Invariants
The structural properties of graphs are usually characterized in terms of invariants, which are functions of graphs that do not depend on the labeling of the nodes. In this paper ...
Venkat Chandrasekaran, Pablo A. Parrilo, Alan S. W...
MP
2010
97views more  MP 2010»
12 years 11 months ago
Semidefinite representation of convex sets
Let S = {x Rn : g1(x) 0,
J. William Helton, Jiawang Nie
SIAMJO
2010
108views more  SIAMJO 2010»
13 years 3 months ago
Exposed Faces of Semidefinitely Representable Sets
A linear matrix inequality (LMI) is a condition stating that a symmetric matrix whose entries are affine linear combinations of variables is positive semidefinite. Motivated by th...
Tim Netzer, Daniel Plaumann, Markus Schweighofer
CVPR
2004
IEEE
14 years 7 months ago
Unsupervised Learning of Image Manifolds by Semidefinite Programming
Can we detect low dimensional structure in high dimensional data sets of images? In this paper, we propose an algorithm for unsupervised learning of image manifolds by semidefinit...
Kilian Q. Weinberger, Lawrence K. Saul