Corpus ID: 14177660

Building inference algorithms from monad transformers

@inproceedings{Scibior2016BuildingIA,
  title={Building inference algorithms from monad transformers},
  author={A. Scibior and Yufei Cai Klaus},
  year={2016}
}
  • A. Scibior, Yufei Cai Klaus
  • Published 2016
  • We show how to decompose popular inference algorithms into a set of simple, reusable building blocks corresponding to monad transformers. We define a collection of such building blocks and implement them in Haskell producing a library for constructing inference algorithms in a modular fashion. We are also working towards formalizing those concepts as monadic denotational semantics for inference algorithms. 

    References

    Monad transformers and modular interpreters
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