1080 search results - page 83 / 216 » The Complexity of Belief Update |
181
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TSP
2008
15 years 6 months ago
2008
Markov random fields are designed to represent structured dependencies among large collections of random variables, and are well-suited to capture the structure of real-world sign...
182
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AI
1999
Springer
15 years 6 months ago
1999
Springer
Bucket elimination is an algorithmic framework that generalizes dynamic programming to accommodate many problem-solving and reasoning tasks. Algorithms such as directional-resolut...
198
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ICTAI
2010
IEEE
15 years 4 months ago
2010
IEEE
Abstract--The difficulties encountered in sequential decisionmaking problems under uncertainty are often linked to the large size of the state space. Exploiting the structure of th...
167
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ICMLA
2009
15 years 4 months ago
2009
We describe a generative model for graph edges under specific degree distributions which admits an exact and efficient inference method for recovering the most likely structure. T...
179
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CDC
2010
IEEE
15 years 1 months ago
2010
IEEE
In this paper, we present a model of distributed parameter estimation in networks, where agents have access to partially informative measurements over time. Each agent faces a loca...