46 search results - page 4 / 10 » Maximizing Non-Monotone Submodular Functions |
51
Voted
CORR
2010
Springer
15 years 3 months ago
2010
Springer
156
Voted
FOCS
2009
IEEE
15 years 10 months ago
2009
IEEE
Abstract— A number of recent results on optimization problems involving submodular functions have made use of the ”multilinear relaxation” of the problem [3], [8], [24], [14]...
170
Voted
CVPR
2012
IEEE
13 years 5 months ago
2012
IEEE
A greedy-based approach to learn a compact and discriminative dictionary for sparse representation is presented. We propose an objective function consisting of two components: ent...
146
Voted
APPROX
2009
Springer
15 years 10 months ago
2009
Springer
Submodular-function maximization is a central problem in combinatorial optimization, generalizing many important NP-hard problems including Max Cut in digraphs, graphs and hypergr...
141
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CDC
2010
IEEE
14 years 10 months ago
2010
IEEE
ACT We consider the problem of sensor selection in resource constrained sensor networks. The fusion center selects a subset of k sensors from an available pool of m sensors accordi...