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127
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AAAI
2007
15 years 3 months ago
2007
Complex networks exist in a wide array of diverse domains, ranging from biology, sociology, and computer science. These real-world networks, while disparate in nature, often compr...
127
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AND
2009
14 years 10 months ago
2009
In this paper we propose a new approach to capture the inclination towards a certain election candidate from the contents of blogs and to explain why that inclination may be so. T...
95
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NIPS
2008
15 years 2 months ago
2008
We address the challenge of assessing conservation of gene expression in complex, non-homogeneous datasets. Recent studies have demonstrated the success of probabilistic models in...
NIPS
1998
15 years 2 months ago
1998
We present Monte-Carlo generalized EM equations for learning in nonlinear state space models. The dif
136
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ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
Latent Dirichlet allocation (LDA) and other related topic models are increasingly popular tools for summarization and manifold discovery in discrete data. However, LDA does not ca...