Jan 10, 2013 · Abstract:There is increasing interest within the research community in the design and use of recursive probability models.

In this paper we offer an extension to the traditional λ- calculus that provides a foundation for building Turing complete stochastic modeling languages. We ...

There is increasing interest within the research community in the design and use of recursive probability models. Although there still remains concern about ...

Contents. UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence. Toward General Analysis of Recursive Probability Models. Pages ...

There is increasing interest within the research community in the design and use of recursive probability models. There remains concern about computational ...

Bibliographic details on Toward General Analysis of Recursive Probability Models.

There is increasing interest within the research community in the design and use of recursive probability models. Although there still remains concern about ...

The language allows for the specification of recursive probability models and hierarchical structures. Moreover, we provide a compositional and cost-aware ...

This thesis examines Recursive Markov Chains (RMCs), their natural extensions and connection to other models. RMCs can model in a natural way probabilistic ...

Recursive calls over recursive data are useful for generating probability distributions, and probabilistic programming allows computations over these ...