Paul W. Wilson

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Automatic Text Categorization

Machine Learning

Numerical Values

Top Venues

J. Log. Algebraic Methods Program.

Publications

Geoffrey S. H. Cruttwell, Bruno Gavranovic, Neil Ghani, Paul W. Wilson, Fabio Zanasi
Deep Learning with Parametric Lenses. CoRR (2024)
Paul W. Wilson, Fabio Zanasi
An axiomatic approach to differentiation of polynomial circuits. J. Log. Algebraic Methods Program. 135 (2023)
Paul W. Wilson, Fabio Zanasi
Data-Parallel Algorithms for String Diagrams. CoRR (2023)
Paul W. Wilson, Dan R. Ghica, Fabio Zanasi
String Diagrams for Non-Strict Monoidal Categories. CSL (2023)
Paul W. Wilson, Fabio Zanasi
Categories of Differentiable Polynomial Circuits for Machine Learning. ICGT (2022)
Paul W. Wilson, Fabio Zanasi
Categories of Differentiable Polynomial Circuits for Machine Learning. CoRR (2022)
Geoffrey S. H. Cruttwell, Bruno Gavranovic, Neil Ghani, Paul W. Wilson, Fabio Zanasi
Categorical Foundations of Gradient-Based Learning. ESOP (2022)
Paul W. Wilson, Fabio Zanasi
The Cost of Compositionality: A High-Performance Implementation of String Diagram Composition. CoRR (2021)
Geoff S. H. Cruttwell, Bruno Gavranovic, Neil Ghani, Paul W. Wilson, Fabio Zanasi
Categorical Foundations of Gradient-Based Learning. CoRR (2021)
Dan Shiebler, Bruno Gavranovic, Paul W. Wilson
Category Theory in Machine Learning. CoRR (2021)
Paul W. Wilson, Fabio Zanasi
Reverse Derivative Ascent: A Categorical Approach to Learning Boolean Circuits. ACT (2020)
Pawel Sobocinski, Paul W. Wilson, Fabio Zanasi
CARTOGRAPHER: A Tool for String Diagrammatic Reasoning (Tool Paper). CALCO (2019)