490 citations · 1k across the 74 of their papers we have counts for
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cs.LG2012★ 14 cited
Structured Priors for Structure Learning
Vikash Mansinghka, Charles Kemp, Thomas Griffiths +1
Traditional approaches to Bayes net structure learning typically assume little regularity in graph structure other than sparseness. However, in many cases, we expect more systemati…
cs.PL2012★ 490 cited
Church: a language for generative models
Noah Goodman, Vikash Mansinghka, Daniel M. Roy +2
We introduce Church, a universal language for describing stochastic generative processes. Church is based on the Lisp model of lambda calculus, containing a pure Lisp as its determ…