1443 search results - page 138 / 289 » Learning Generative Models via Discriminative Approaches |
117
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ATAL
2008
Springer
15 years 2 months ago
2008
Springer
Future agent applications will increasingly represent human users autonomously or semi-autonomously in strategic interactions with similar entities. Hence, there is a growing need...
124
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ICAC
2006
IEEE
15 years 6 months ago
2006
IEEE
Network resources will always be heterogeneous, and thus have different functionalities and programming models. This adversely affects interoperability. Seamless Mobility is one e...
122
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JMLR
2002
15 years 9 days ago
2002
We examine the learning-curve sampling method, an approach for applying machinelearning algorithms to large data sets. The approach is based on the observation that the computatio...
CAV
2010
Springer
15 years 3 months ago
2010
Springer
Abstract. We describe an interpolant-based approach to test generation and model checking for sequential programs. The method generates Floyd/Hoare style annotations of the program...
106
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ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
There has been much interest in unsupervised learning of hierarchical generative models such as deep belief networks. Scaling such models to full-sized, high-dimensional images re...