1748 search results - page 115 / 350 » Acceleration of the EM algorithm |
140
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JMLR
2012
13 years 5 months ago
2012
We introduce the graphlet decomposition of a weighted network, which encodes a notion of social information based on social structure. We develop a scalable algorithm, which combi...
148
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ECCV
2002
Springer
16 years 5 months ago
2002
Springer
Abstract. We present a new approach to modeling and processing multimedia data. This approach is based on graphical models that combine audio and video variables. We demonstrate it...
163
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SIGIR
2004
ACM
15 years 8 months ago
2004
ACM
We present a probabilistic model for a document corpus that combines many of the desirable features of previous models. The model is called “GaP” for Gamma-Poisson, the distri...
107
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SETN
2004
Springer
15 years 8 months ago
2004
Springer
Abstract. This paper elaborates on an efficient approach for clustering discrete data by incrementally building multinomial mixture models through likelihood maximization using the...
122
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PAKDD
2009
ACM
15 years 7 months ago
2009
ACM
Given a set of rating data for a set of items, determining the values of items is a matter of importance and various probability models have been proposed. The Plackett-Luce model ...