490 citations · 2.3k across the 62 of their papers we have counts for
3 papers · 1 filter
Towards common-sense reasoning via conditional simulation: legacies of Turing in Artificial Intelligence
Cameron E. Freer, Daniel M. Roy, Joshua B. Tenenbaum
The problem of replicating the flexibility of human common-sense reasoning has captured the imagination of computer scientists since the early days of Alan Turing's foundational wo…
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…
The Infinite Latent Events Model
David Wingate, Noah Goodman, Daniel Roy +1
We present the Infinite Latent Events Model, a nonparametric hierarchical Bayesian distribution over infinite dimensional Dynamic Bayesian Networks with binary state representation…