1068 search results - page 174 / 214 » Factorization as a Rank 1 Problem |
NIPS
2004
14 years 11 months ago
2004
We propose a novel a framework for deriving approximations for intractable probabilistic models. This framework is based on a free energy (negative log marginal likelihood) and ca...
NIPS
1996
14 years 11 months ago
1996
Abstract. Validation can be used to detect when over tting starts during supervised training of a neural network; training is then stopped before convergence to avoid the over ttin...
SCP
2010
14 years 8 months ago
2010
Several scienti c bottlenecks have been identi ed in existing component-based approaches. em, we focus on the identi cation of a relevant abstraction for the component expression ...
INFOCOM
2010
IEEE
14 years 7 months ago
2010
IEEE
Abstract-- In this paper, we consider the problem of optimal control for throughput utility maximization in cognitive radio networks with dynamic user arrivals and departures. The ...
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ICCV
2009
IEEE
14 years 7 months ago
2009
IEEE
With the popularity of "bag of visual terms" representations of images, many text indexing techniques have been applied in large-scale image retrieval systems. However, ...