33 search results - page 3 / 7 » Sound and Efficient Inference with Probabilistic and Determi... |
ICCV
2001
IEEE
14 years 8 months ago
2001
IEEE
Tree-structured probabilistic models admit simple, fast inference. However, they are not well suited to phenomena such as occlusion, where multiple components of an object may dis...
AAAI
2000
13 years 8 months ago
2000
In recent years, there have been several proposals that extend the expressive power of Bayesian networks with that of relational models. These languages open the possibility for t...
POPL
2005
ACM
14 years 6 months ago
2005
ACM
We describe a unified framework for random interpretation that generalizes previous randomized intraprocedural analyses, and also extends naturally to efficient interprocedural an...
DSOM
2007
Springer
14 years 23 days ago
2007
Springer
Past research on probing-based network monitoring provides solutions based on preplanned probing which is computationally expensive, is less accurate, and involves a large manageme...
ICML
2009
IEEE
14 years 7 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...