Distributed Parameter Estimation in Probabilistic Graphical Models
This paper presents foundational theoretical results on distributed parameter estimation for undirected probabilistic graphical models. It introduces a general condition on composite likelihood decompositions of these models which guarantees the global consistency of distributed estimators, provided...
| প্রধান লেখক: | , , |
|---|---|
| বিন্যাস: | Conference item |
| প্রকাশিত: |
University of Oxford
2014
|