BriefGPT.xyz
Oct, 2011
贝叶斯程序合并法诱导概率程序
Inducing Probabilistic Programs by Bayesian Program Merging
HTML
PDF
Irvin Hwang, Andreas Stuhlmüller, Noah D. Goodman
TL;DR
利用概率性编程语言,通过合并一般性表达,找到复杂问题的规律,从而进行表示与处理。
Abstract
This report outlines an approach to learning
generative models
from data. We express models as
probabilistic programs
, which allows us to capture abstract patterns within the examples. By choosing our language fo
→