Bayesian Optimization for Probabilistic Programs
We outline a general purpose framework for black-box marginal maximum a pos- teriori estimation of probabilistic program variables using Bayesian optimization with Gaussian processes. We introduce the concept of an optimization query, whereby a probabilistic program returns an infinite lazy sequence...
| Những tác giả chính: | , , , , |
|---|---|
| Định dạng: | Conference item |
| Được phát hành: |
Neural Information Processing Systems Foundation
2016
|