Mario Román

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Bayesian Inversion in Partial Markov

Bayesian Inversion in Partial Markov

Apr 30, 20251 min read

bayesian-inversion-in-partial-markov

Tags: Synthetic Bayes theorem, Bayesian inversion.

References.

  • A Synthetic Approach to Markov Kernels (Fritz, 2020). Introduces the notion of Bayesian inversion in (non-partial) Markov categories.
  • Evidential Decision Theory via Partial Markov Categories (Di Lavore, Roman, 2023). Proves the synthetic version of Bayes’ theorem.

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Backlinks

  • Markov and subMarkov categories
  • Synthetic Bayes theorem
  • conditionals using do-notation

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