97 search results - page 1 / 20 » A probabilistic language based on sampling functions |
POPL
2005
ACM
14 years 5 months ago
2005
ACM
As probabilistic computations play an increasing role in solving various problems, researchers have designed probabilistic languages that treat probability distributions as primit...
TOPLAS
2008
13 years 4 months ago
2008
TNN
2008
13 years 4 months ago
2008
Previous work on statistical language modeling has shown that it is possible to train a feed-forward neural network to approximate probabilities over sequences of words, resulting...
ENTCS
2006
13 years 4 months ago
2006
We introduce a rewrite-based specification language for modelling probabilistic concurrent and distributed systems. The language, based on PMaude, has both a rigorous formal basis...
IJCAI
2001
13 years 6 months ago
2001
A new, general approach is described for approximate inference in first-order probabilistic languages, using Markov chain Monte Carlo (MCMC) techniques in the space of concrete po...