1584 search results - page 29 / 317 » Continuous Optimization of Hyper-Parameters |
130
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AIPS
2007
15 years 5 months ago
2007
A great deal of research has addressed the problem of generating optimal plans, but these plans are of limited use in circumstances where noisy sensors, unanticipated exogenous ac...
140
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COLT
1997
Springer
15 years 7 months ago
1997
Springer
Abstract. We propose a convex optimization approach to solving the nonparametric regression estimation problem when the underlying regression function is Lipschitz continuous. This...
145
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CVPR
2012
IEEE
13 years 5 months ago
2012
IEEE
In this work we present a unified view on Markov random fields and recently proposed continuous tight convex relaxations for multi-label assignment in the image plane. These rel...
130
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WSC
2008
15 years 5 months ago
2008
We consider discrete stochastic optimization problems where the objective function can only be estimated by a simulation oracle; the oracle is defined only at the discrete points....
140
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EMMCVPR
2011
Springer
14 years 3 months ago
2011
Springer
Variational relaxations can be used to compute approximate minimizers of optimal partitioning and multiclass labeling problems on continuous domains. While the resulting relaxed co...