4196 search results - page 541 / 840 » Unsupervised Learning of Relations |
163
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NIPS
2004
15 years 6 months ago
2004
This paper analyses the Contrastive Divergence algorithm for learning statistical parameters. We relate the algorithm to the stochastic approximation literature. This enables us t...
146
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IJCAI
2003
15 years 6 months ago
2003
Refinement operators for theories avoid the problems related to the myopia of many relational learning algorithms based on the operators that refine single clauses. However, the n...
122
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ECIS
2000
15 years 6 months ago
2000
: This paper presents preliminary findings of an research project in which the research partners, academics and a telecommunication labour union, are attempting to understand, lear...
118
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JMLR
2007
15 years 4 months ago
2007
We show that, given data from a mixture of k well-separated spherical Gaussians in Rd, a simple two-round variant of EM will, with high probability, learn the parameters of the Ga...
ACL
2009
15 years 2 months ago
2009
Many events in news articles don't include time arguments. This paper describes two methods, one based on rules and the other based on statistical learning, to predict the un...