The Loss Surfaces of Neural Networks with General Activation Functions. - Nicholas P. Baskerville; Jonathan P. Keating; Francesco Mezzadri; Joseph Najnudel (CoRR, 2020)

A spin-glass model for the loss surfaces of generative adversarial networks. - Nicholas P. Baskerville; Jonathan P. Keating; Francesco Mezzadri; Joseph Najnudel (CoRR, 2021)

Universal characteristics of deep neural network loss surfaces from random matrix theory. - Nicholas P. Baskerville; Jonathan P. Keating; Francesco Mezzadri; Joseph Najnudel; Diego Granziol (CoRR, 2022)

To spike or not to spike: the whims of the Wonham filter in the strong noise regime. - Cédric Bernardin; Reda Chhaibi; Joseph Najnudel; Clément Pellegrini (CoRR, 2022)