Paul W. Wilson

13 papers A 1B 3Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Deep Learning with Parametric Lenses.
CoRR
Geoffrey S. H. Cruttwell, Bruno Gavranovic, Neil Ghani, Paul W. Wilson, Fabio Zanasi
2024 J jnl
String diagrams for Strictification and Coherence.
Log. Methods Comput. Sci.
Paul W. Wilson, Dan R. Ghica, Fabio Zanasi
2023 J jnl
An axiomatic approach to differentiation of polynomial circuits.
J. Log. Algebraic Methods Program.
Paul W. Wilson, Fabio Zanasi
2023 J jnl
Data-Parallel Algorithms for String Diagrams.
CoRR
Paul W. Wilson, Fabio Zanasi
2023 B conf
String Diagrams for Non-Strict Monoidal Categories.
CSL
Paul W. Wilson, Dan R. Ghica, Fabio Zanasi
2022 A conf
Categorical Foundations of Gradient-Based Learning.
ESOP
Geoffrey S. H. Cruttwell, Bruno Gavranovic, Neil Ghani, Paul W. Wilson, Fabio Zanasi
2022 B conf
Categories of Differentiable Polynomial Circuits for Machine Learning.
ICGT
Paul W. Wilson, Fabio Zanasi
2022 J jnl
Categories of Differentiable Polynomial Circuits for Machine Learning.
CoRR
Paul W. Wilson, Fabio Zanasi
2021 J jnl
Categorical Foundations of Gradient-Based Learning.
CoRR
Geoff S. H. Cruttwell, Bruno Gavranovic, Neil Ghani, Paul W. Wilson, Fabio Zanasi
2021 J jnl
Category Theory in Machine Learning.
CoRR
Dan Shiebler, Bruno Gavranovic, Paul W. Wilson
2021 — conf
The Cost of Compositionality: A High-Performance Implementation of String Diagram Composition.
ACT
Paul W. Wilson, Fabio Zanasi
2020 — conf
Reverse Derivative Ascent: A Categorical Approach to Learning Boolean Circuits.
ACT
Paul W. Wilson, Fabio Zanasi
2019 B conf
CARTOGRAPHER: A Tool for String Diagrammatic Reasoning (Tool Paper).
CALCO
Pawel Sobocinski, Paul W. Wilson, Fabio Zanasi