Maximum a posteriori estimation by search in probabilistic programs
We introduce an approximate search algorithm for fast maximum a posteriori probability estimation in probabilistic programs, which we call Bayesian ascent Monte Carlo (BaMC). Probabilistic programs represent probabilistic models with varying number of mutually dependent finite, countable, and contin...
| Հիմնական հեղինակներ: | , |
|---|---|
| Ձևաչափ: | Conference item |
| Հրապարակվել է: |
AAAI Publications
2015
|