3760 search results - page 371 / 752 » Logic-Based Probabilistic Modeling |
170
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NIPS
2008
15 years 7 months ago
2008
We present a simple new Monte Carlo algorithm for evaluating probabilities of observations in complex latent variable models, such as Deep Belief Networks. While the method is bas...
144
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ICANN
2010
Springer
15 years 7 months ago
2010
Springer
Visual recognition faces the difficult problem of recognizing objects despite the multitude of their appearances. Ample neuroscientific evidence shows that the cortex uses a topogr...
174
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IJPRAI
2000
15 years 5 months ago
2000
As Bayesian networks become widely accepted as a normative formalism for diagnosis based on probabilistic knowledge, they are applied to increasingly larger problem domains. These...
177
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AROBOTS
1999
15 years 5 months ago
1999
We use reinforcement learning (RL) to compute strategies for multiagent soccer teams. RL may pro t signi cantly from world models (WMs) estimating state transition probabilities an...
142
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IEEEARES
2006
IEEE
16 years 2 days ago
2006
IEEE
In many reliability studies based on data, reliability engineers face incompleteness and incoherency problems in the data. Probabilistic tools badly handle these kinds of problems...