Loading...
Please wait, while we are loading the content...
Similar Documents
Aalborg Universitet Maximum Likelihood Learning of Conditional MTE Distributions
| Content Provider | Semantic Scholar |
|---|---|
| Author | Langseth, Helge Nielsen, Thomas D. RumÃ, Rafael Salmerón, Antonio |
| Copyright Year | 2009 |
| Abstract | We describe a procedure for inducing conditional densities within the mixtures of truncated exponentials (MTE) framework. We analyse possible conditional MTE specifications and propose a model selection scheme, based on the BIC score, for partitioning the domain of the conditioning variables. Finally, experimental results demonstrate the applicability of the learning procedure as well as the expressive power of the conditional MTE distribution. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://vbn.aau.dk/files/36512945/ECSQARU09-LangsethNielsenRumiSalmeron.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |