2711 search results - page 369 / 543 » Convergence of the Wake-Sleep Algorithm |
133
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NIPS
1998
15 years 5 months ago
1998
We study probabilistic inference in large, layered Bayesian networks represented as directed acyclic graphs. We show that the intractability of exact inference in such networks do...
137
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FOGA
1996
15 years 5 months ago
1996
While bit-based, order-based and real-valued genetic algorithms have been wellstudied in the literature, the xed-length subset representation has received relativelylittle attenti...
109
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WCE
2007
15 years 5 months ago
2007
—This paper presents a multi step-size monic normalization equation-error linear filter. We also extend the idea to nonlinear adaptive filter and derive a multi step-size monic n...
126
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AUTOMATICA
2010
15 years 4 months ago
2010
We propose a class of discrete-time dynamic average consensus algorithms that allow a group of agents to track the average of their reference inputs. The convergence results rely ...
125
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CORR
2008
Springer
15 years 3 months ago
2008
Springer
We identify the classical Perceptron algorithm with margin as a member of a broader family of large margin classifiers which we collectively call the Margitron. The Margitron, (des...