The structure of the genotype-phenotype map strongly constrains the evolution of non-coding RNA
Dingle, K
Schaper, S
Louis, A
(17 Jun 2015)
Neural networks are a priori biased towards Boolean functions with low entropy
Mingard, C
Skalse, J
Valle-Pérez, G
Martínez-Rubio, D
Mikulik, V
Louis, A
(25 Sep 2019)
Generic predictions of output probability based on complexities of inputs and outputs
Dingle, K
Pérez, G
Louis, A
(02 Oct 2019)
From genotypes to organisms: State-of-the-art and perspectives of a cornerstone in evolutionary dynamics
Manrubia, S
Cuesta, J
Aguirre, J
Ahnert, S
Altenberg, L
Cano, A
Catalán, P
Diaz-Uriarte, R
Elena, S
García-Martín, J
Hogeweg, P
Khatri, B
Krug, J
Louis, A
Martin, N
Payne, J
Tarnowski, M
Weiß, M
(02 Feb 2020)
Is SGD a Bayesian sampler? Well, almost
Mingard, C
Valle-Pérez, G
Skalse, J
Louis, A
(26 Jun 2020)
Generalization bounds for deep learning
Valle-Pérez, G
Louis, A
(07 Dec 2020)
Do deep neural networks have an inbuilt Occam's razor?
Mingard, C
Rees, H
Valle-Pérez, G
Louis, A
(13 Apr 2023)
Exploring simplicity bias in 1D dynamical systems
Dingle, K
Alaskandarani, M
Hamzi, B
Louis, A
(13 Feb 2024)
An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem
Nam, Y
Fonseca, N
Lee, S
Mingard, C
Louis, A
(26 Apr 2024)
Exploiting the equivalence between quantum neural networks and perceptrons
Mingard, C
Pointing, J
London, C
Nam, Y
Louis, A
(05 Jul 2024)