Monte Carlo integration in discrete undirected probabilistic models
This thesis contains the author’s work in and contributions to the field of Monte Carlo sampling for undirected graphical models, a class of statistical model commonly used in machine learning, computer vision, and spatial statistics; the aim is to be able to use the methodology and resultant sample...
| Main Author: | |
|---|---|
| Format: | Others |
| Language: | English |
| Published: |
University of British Columbia
2008
|
| Subjects: | |
| Online Access: | http://hdl.handle.net/2429/744 |