Search results - ORA - Oxford University Research Archive

1 - 6 of 6

1

Journal article

Learning rates as a function of batch size: a random matrix theory approach to neural network training

Granziol, D, Zohren, S, Roberts, S
2022-06-01

2

Journal article

Universal characteristics of deep neural network loss surfaces from random matrix theory

Baskerville, N, Keating, JP, Mezzadri, F, et al.
2022-12-16

3

Journal article

Maximum entropy approach to massive graph spectrum learning with applications

Granziol, D, Ru, B, Dong, X, et al.
2022-06-15

4

Journal article

Appearance of random matrix theory in deep learning

Baskerville, NP, Granziol, D, Keating, JP
2021-12-11

5

Thesis

Spectral machine learning

Granziol, D
2020

6

Journal article

MEMe: An accurate maximum entropy method for efficient approximations in large-scale machine learning

Granziol, D, Ru, B, Zohren, S, et al.
2019-05-31

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