Mario Román

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Gaussian probability theory

Gaussian probability theory

Jun 26, 20251 min read

A category of linear functions with gaussian (normal) distributed noise.

gaussian-probability-theory

This category is a Markov category with conditionals.

conditionals-in-gauss

References.

  • A Synthetic Approach to Markov Kernels (Fritz, 2020)
  • Towards a Compositional Framework for Convex Analysis (Stein, Samuelson, 2023)

Tags: Markov category.


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  • Markov category

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