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Fabio Zanasi

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University College London

Categories of Differentiable Polynomial Circuits for Machine Learning

Mar 12, 2022
Paul Wilson, Fabio Zanasi

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Functorial String Diagrams for Reverse-Mode Automatic Differentiation

Jul 28, 2021
Mario Alvarez-Picallo, Dan R. Ghica, David Sprunger, Fabio Zanasi

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Categorical Foundations of Gradient-Based Learning

Mar 02, 2021
G. S. H. Cruttwell, Bruno Gavranović, Neil Ghani, Paul Wilson, Fabio Zanasi

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Reverse Derivative Ascent: A Categorical Approach to Learning Boolean Circuits

Jan 26, 2021
Paul Wilson, Fabio Zanasi

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Causal Inference by String Diagram Surgery

Nov 20, 2018
Bart Jacobs, Aleks Kissinger, Fabio Zanasi

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The Logical Essentials of Bayesian Reasoning

Apr 27, 2018
Bart Jacobs, Fabio Zanasi

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