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Jonathan P. Keating

Affiliations:
  • University of Bristol, School of Mathematics, UK


According to our database1, Jonathan P. Keating authored at least 8 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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Links

Online presence:

On csauthors.net:

Bibliography

2024
The Persistence of Neural Collapse Despite Low-Rank Bias: An Analytic Perspective Through Unconstrained Features.
[BibTeX]
[DOI]
Connall Garrod
,
Jonathan P. Keating
CoRR, 2024

Unifying Low Dimensional Observations in Deep Learning Through the Deep Linear Unconstrained Feature Model.
[BibTeX]
[DOI]
Connall Garrod
,
Jonathan P. Keating
CoRR, 2024

2022
Universal characteristics of deep neural network loss surfaces from random matrix theory.
[BibTeX]
[DOI]
Nicholas P. Baskerville
,
Jonathan P. Keating
,
Francesco Mezzadri
,
Joseph Najnudel
,
Diego Granziol
CoRR, 2022

2021
Applicability of Random Matrix Theory in Deep Learning.
[BibTeX]
[DOI]
Nicholas P. Baskerville
,
Diego Granziol
,
Jonathan P. Keating
CoRR, 2021

A spin-glass model for the loss surfaces of generative adversarial networks.
[BibTeX]
[DOI]
Nicholas P. Baskerville
,
Jonathan P. Keating
,
Francesco Mezzadri
,
Joseph Najnudel
CoRR, 2021

2020
The Loss Surfaces of Neural Networks with General Activation Functions.
[BibTeX]
[DOI]
Nicholas P. Baskerville
,
Jonathan P. Keating
,
Francesco Mezzadri
,
Joseph Najnudel
CoRR, 2020

Maximum Absolute Determinants of Upper Hessenberg Bohemian Matrices.
[BibTeX]
[DOI]
Jonathan P. Keating
,
Ahmet Abdullah Keles
CoRR, 2020

1999
The Riemann Zeros and Eigenvalue Asymptotics.
[BibTeX]
[DOI]
Michael V. Berry
,
Jonathan P. Keating
SIAM Rev., 1999


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