2711 search results - page 78 / 543 » Convergence of the Wake-Sleep Algorithm |
112
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WCE
2007
15 years 4 months ago
2007
— This paper presents an energy back-propagation algorithm (EBP). Learning and convergence processes of the standard backpropagation algorithm (SBP) are based on the energy funct...
124
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NIPS
2008
15 years 5 months ago
2008
This paper examines the generalization properties of online convex programming algorithms when the loss function is Lipschitz and strongly convex. Our main result is a sharp bound...
116
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SODA
2001
ACM
15 years 5 months ago
2001
ACM
Fast-converging methods for reconstructing phylogenetic trees require that the sequences characterizing the taxa be of only polynomial length, a major asset in practice, since rea...
137
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BMVC
2000
15 years 5 months ago
2000
In this paper, we present results of a comparative study on disparity analysis of convergent stereo systems. If the epipolar geometry is known, disparity analysis can be performed...
118
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ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
We show a close relationship between the Expectation - Maximization (EM) algorithm and direct optimization algorithms such as gradientbased methods for parameter learning. We iden...