2869 search results - page 220 / 574 » The Inference Problem: A Survey |
186
Voted
COGSCI
2008
15 years 4 months ago
2008
This article demonstrates the potential of using hierarchical Bayesian methods to relate models and data in the cognitive sciences. This is done using a worked example that consid...
163
click to vote
PAMI
2010
15 years 4 months ago
2010
—We consider the problem of inferring and modeling topics in a sequence of documents with known publication dates. The documents at a given time are each characterized by a topic...
146
click to vote
IPPS
2010
IEEE
15 years 4 months ago
2010
IEEE
Wild populations of organism are often difficult to study in their natural settings. Often, it is possible to infer mating information about these species by genotyping the offspri...
193
Voted
JMLR
2010
15 years 28 days ago
2010
We propose a class of Bayesian networks appropriate for structured prediction problems where the Bayesian network's model structure is a function of the predicted output stru...
156
click to vote
AAAI
2011
14 years 6 months ago
2011
Many algorithms for performing inference in graphical models have complexity that is exponential in the treewidth - a parameter of the underlying graph structure. Computing the (m...