Affine monads and lazy structures for Bayesian programming
We show that streams and lazy data structures are a natural idiom for programming with infinite-dimensional Bayesian methods such as Poisson processes, Gaussian processes, jump processes, Dirichlet processes, and Beta processes. The crucial semantic idea, inspired by developments in synthetic probab...
| Main Authors: | , , , |
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| Format: | Conference item |
| Language: | English |
| Published: |
ACM SIGPLAN
2023
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