Paul W. Wilson

According to our database, Paul W. Wilson authored at least 9 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

An axiomatic approach to differentiation of polynomial circuits.

Paul W. Wilson, Fabio Zanasi

J. Log. Algebraic Methods Program., October, 2023

Data-Parallel Algorithms for String Diagrams.

Paul W. Wilson, Fabio Zanasi

CoRR, 2023

String Diagrams for Non-Strict Monoidal Categories.

Paul W. Wilson, Dan R. Ghica, Fabio Zanasi

Proceedings of the 31st EACSL Annual Conference on Computer Science Logic, 2023

2022

Categories of Differentiable Polynomial Circuits for Machine Learning.

Paul W. Wilson, Fabio Zanasi

Proceedings of the Graph Transformation - 15th International Conference, 2022

Categorical Foundations of Gradient-Based Learning.

Geoffrey S. H. Cruttwell, Bruno Gavranovic, Neil Ghani, Paul W. Wilson, Fabio Zanasi

Proceedings of the Programming Languages and Systems, 2022

2021

Category Theory in Machine Learning.

Dan Shiebler, Bruno Gavranovic, Paul W. Wilson

CoRR, 2021

The Cost of Compositionality: A High-Performance Implementation of String Diagram Composition.

Paul W. Wilson, Fabio Zanasi

Proceedings of the Fourth International Conference on Applied Category Theory, 2021

2020

Reverse Derivative Ascent: A Categorical Approach to Learning Boolean Circuits.

Paul W. Wilson, Fabio Zanasi

Proceedings of the 3rd Annual International Applied Category Theory Conference 2020, 2020

2019

CARTOGRAPHER: A Tool for String Diagrammatic Reasoning (Tool Paper).

Pawel Sobocinski, Paul W. Wilson, Fabio Zanasi

Proceedings of the 8th Conference on Algebra and Coalgebra in Computer Science, 2019