974 search results - page 106 / 195 » Optimal Causal Inference |
JCNS
2010
14 years 8 months ago
2010
State space methods have proven indispensable in neural data analysis. However, common methods for performing inference in state-space models with non-Gaussian observations rely o...
125
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CPAIOR
2010
Springer
14 years 8 months ago
2010
Springer
Finite domain propagation solving, the basis of constraint programming (CP) solvers, allows building very high-level models of problems, and using highly specific inference encapsu...
ICMLA
2009
14 years 7 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...
AI
2011
Springer
14 years 5 months ago
2011
Springer
The Extended Global Cardinality Constraint (EGCC) is a vital component of constraint solving systems, since it is very widely used to model diverse problems. The literature contai...
112
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CVPR
2012
IEEE
13 years 16 days ago
2012
IEEE
In this paper, we raise important issues on scalability and the required degree of supervision of existing Mahalanobis metric learning methods. Often rather tedious optimization p...