Vincent Abbott

According to our database, Vincent Abbott authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Weaves, Wires, and Morphisms: Formalizing and Implementing the Algebra of Deep Learning.

Vincent Abbott, Gioele Zardini

CoRR, April, 2026

2025

FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness.

Vincent Abbott, Gioele Zardini

Trans. Mach. Learn. Res., 2025

Accelerating Machine Learning Systems via Category Theory: Applications to Spherical Attention for Gene Regulatory Networks.

Vincent Abbott, Kotaro Kamiya, Gerard Glowacki, Yu Atsumi, Gioele Zardini, Yoshihiro Maruyama

Proceedings of the Artificial General Intelligence - 18th International Conference, 2025

2024

Neural Circuit Diagrams: Robust Diagrams for the Communication, Implementation, and Analysis of Deep Learning Architectures.

Vincent Abbott

Trans. Mach. Learn. Res., 2024

Category Theory for Artificial General Intelligence.

Vincent Abbott, Tom Xu, Yoshihiro Maruyama

Proceedings of the Artificial General Intelligence - 17th International Conference, 2024