1786 search results - page 21 / 358 » The Structure of Factor Oracles |
111
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JMLR
2006
15 years 19 days ago
2006
We study the computational and sample complexity of parameter and structure learning in graphical models. Our main result shows that the class of factor graphs with bounded degree...
124
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JMLR
2006
15 years 19 days ago
2006
We present Variable Influence Structure Analysis, or VISA, an algorithm that performs hierarchical decomposition of factored Markov decision processes. VISA uses a dynamic Bayesia...
102
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JMLR
2010
14 years 7 months ago
2010
Deep belief nets have been successful in modeling handwritten characters, but it has proved more difficult to apply them to real images. The problem lies in the restricted Boltzma...
84
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SIAMMAX
2010
14 years 7 months ago
2010
The main goal of this paper is to develop a numerical procedure for construction of covariance matrices such that for a given covariance structural model and a discrepancy function...
76
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SAC
2002
ACM
15 years 10 days ago
2002
ACM
This paper describes ongoing work on a project to simulate the behaviour of epidermal growth factor receptors. These are structures which can be found on the surface of cells in th...