3240 search results - page 503 / 648 » Pre-aggregation with probability distributions |
181
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CORR
2006
Springer
15 years 6 months ago
2006
Springer
We propose a method to improve approximate inference methods by correcting for the influence of loops in the graphical model. The method is a generalization and alternative implem...
179
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CORR
2007
Springer
15 years 6 months ago
2007
Springer
We investigate the bit-search type irregular decimation algorithms that are used within LFSR-based stream ciphers. In particular, we concentrate on BSG and ABSG, and consider two ...
185
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JMLR
2008
15 years 6 months ago
2008
We consider a hierarchy of queries about causal relationships in graphical models, where each level in the hierarchy requires more detailed information than the one below. The hie...
184
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JMLR
2006
15 years 6 months ago
2006
A classical approach in multi-class pattern classification is the following. Estimate probability distributions that generated the observations for each label class, and then labe...
141
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JMLR
2006
15 years 6 months ago
2006
In this work we consider the task of relaxing the i.i.d. assumption in pattern recognition (or classification), aiming to make existing learning algorithms applicable to a wider r...