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doi: 10 · 2008 · DOI 10.1016/j.aim.2008.02.001

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math.CT 1

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2026 1

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Colored Markov polycategories and diagrammatic differentiation

math.CT · 2026-04-30 · unverdicted · novelty 7.0

Colored Markov polycategories provide typed compositional semantics for stochastic systems and support diagrammatic differentiation of expected scalar objectives via local gradients at parameterized vertices.

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  • Colored Markov polycategories and diagrammatic differentiation math.CT · 2026-04-30 · unverdicted · none · ref 5

    Colored Markov polycategories provide typed compositional semantics for stochastic systems and support diagrammatic differentiation of expected scalar objectives via local gradients at parameterized vertices.