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Compositional Information Geometry of Probabilistic Programs

Karwowski, Jacek et al.
arXiv (All) · Papers
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computational-geometryprogramming-languages
We study the compositional, intensional information geometry of probabilistic programs. For a first-order probabilistic programming language with finite random variables, we construct a contravariant lax monoidal functor that, for a program of type $X \to Y$, pulls back a (degenerate) Riemannian met
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