Causal inference by string diagram surgery

DOI10.1007/978-3-030-17127-8_18OpenAlexW2963976973MaRDI QIDQ2289083

Fabio Zanasi, Bart Jacobs, Aleks Kissinger

Publication date: 28 January 2020

Full work available at URL: https://arxiv.org/abs/1811.08338

zbMATH Keywords

causalityprobabilistic reasoningstring diagrams

Mathematics Subject Classification ID

Theory of computing (68Qxx) Theory of software (68Nxx)

Related Items (12)

A Finite Axiomatisation of Finite-State Automata Using String Diagrams ⋮ Completeness of Nominal PROPs ⋮ A non-commutative Bayes' theorem ⋮ String diagram rewrite theory II: Rewriting with symmetric monoidal structure ⋮ Causal inference via string diagram surgery ⋮ The geometry of Bayesian programming ⋮ Unnamed Item ⋮ Causality analysis and fault ascription in component-based systems ⋮ Unnamed Item ⋮ Unnamed Item ⋮ A string diagrammatic axiomatisation of finite-state automata ⋮ Bayesian network semantics for Petri nets

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