129 search results - page 1 / 26 » Graphical Models: Statistical inference vs. determination |
184
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ICASSP
2009
IEEE
15 years 10 months ago
2009
IEEE
Using discrete Hidden-Markov-Models (HMMs) for recognition requires the quantization of the continuous feature vectors. In handwritten whiteboard note recognition it turns out tha...
145
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AAAI
2007
15 years 9 months ago
2007
217
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IBERAMIA
2004
Springer
16 years 4 days ago
2004
Springer
In this paper we tackle the problem of providing a mobile robot with the ability to build a map of its environment using data gathered during navigation. The data correspond to the...
176
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CIMCA
2005
IEEE
16 years 11 days ago
2005
IEEE
We give a fast and practical algorithm for statistical learning hyperparameters from observable data in probabilistic image processing, which is based on Gaussian graphical model ...
175
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FTML
2008
15 years 6 months ago
2008
The formalism of probabilistic graphical models provides a unifying framework for capturing complex dependencies among random variables, and building large-scale multivariate stat...