2711 search results - page 105 / 543 » Convergence of the Wake-Sleep Algorithm |
123
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ICA
2007
Springer
15 years 10 months ago
2007
Springer
We have derived a new algorithm for dictionary learning for sparse coding in the ℓ1 exact sparse framework. The algorithm does not rely on an approximation residual to operate, b...
144
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PDP
2006
IEEE
15 years 9 months ago
2006
IEEE
Re-ranking the search results using PageRank is a well-known technique used in modern search engines. Running an iterative algorithm like PageRank on a large web graph consumes bo...
132
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INFOCOM
2007
IEEE
15 years 10 months ago
2007
IEEE
—The implementation of distributed network utility maximization (NUM) algorithms hinges heavily on information feedback through message passing among network elements. In practic...
121
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ICPR
2002
IEEE
16 years 4 months ago
2002
IEEE
This paper considers a recently proposed method for unsupervised learning and dimensionality reduction, locally linear embedding (LLE). LLE computes a compact representation of hi...
119
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DCC
2010
IEEE
15 years 10 months ago
2010
IEEE
Motivated by the Markov chain Monte Carlo (MCMC) relaxation method of Jalali and Weissman, we propose a lossy compression algorithm for continuous amplitude sources that relies on...