Ard A. Louis

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Top Venues

J. Comput. Chem.

J. Mach. Learn. Res.

Publications

Chris Mingard, Jessica Pointing, Charles London, Yoonsoo Nam, Ard A. Louis
Exploiting the equivalence between quantum neural networks and perceptrons. CoRR (2024)
Ouns El Harzli, Bernardo Cuenca Grau, Guillermo Valle Pérez, Ard A. Louis
Double-Descent Curves in Neural Networks: A New Perspective Using Gaussian Processes. AAAI (2024)
Kamaludin Dingle, Mohammad Alaskandarani, Boumediene Hamzi, Ard A. Louis
Exploring Simplicity Bias in 1D Dynamical Systems. Entropy 26 (5) (2024)
Chris Mingard, Henry Rees, Guillermo Valle Pérez, Ard A. Louis
Do deep neural networks have an inbuilt Occam's razor? CoRR (2023)
Chris Mingard, Guillermo Valle Pérez, Joar Skalse, Ard A. Louis
Is SGD a Bayesian sampler? Well, almost. J. Mach. Learn. Res. 22 (2021)
Shuofeng Zhang, Isaac Reid, Guillermo Valle Pérez, Ard A. Louis
Why Flatness Correlates With Generalization For Deep Neural Networks. CoRR (2021)
Ouns El Harzli, Guillermo Valle Pérez, Ard A. Louis
Double-descent curves in neural networks: a new perspective using Gaussian processes. CoRR (2021)
Chris Mingard, Guillermo Valle Pérez, Joar Skalse, Ard A. Louis
Is SGD a Bayesian sampler? Well, almost. CoRR (2020)
Guillermo Valle Pérez, Ard A. Louis
Generalization bounds for deep learning. CoRR (2020)
Guillermo Valle Pérez, Chico Q. Camargo, Ard A. Louis
Deep learning generalizes because the parameter-function map is biased towards simple functions. ICLR (Poster) (2019)
Antonio Suma, Erik Poppleton, Michael Matthies, Petr Sulc, Flavio Romano, Ard A. Louis, Jonathan P. K. Doye, Cristian Micheletti, Lorenzo Rovigatti
TacoxDNA: A user-friendly web server for simulations of complex DNA structures, from single strands to origami. J. Comput. Chem. 40 (29) (2019)
Chris Mingard, Joar Skalse, Guillermo Valle Pérez, David Martínez-Rubio, Vladimir Mikulik, Ard A. Louis
Neural networks are a priori biased towards Boolean functions with low entropy. CoRR (2019)
Guillermo Valle Pérez, Chico Q. Camargo, Ard A. Louis
Deep learning generalizes because the parameter-function map is biased towards simple functions. CoRR (2018)
Sam F. Greenbury, Steffen Schaper, Sebastian E. Ahnert, Ard A. Louis
Genetic Correlations Greatly Increase Mutational Robustness and Can Both Reduce and Enhance Evolvability. PLoS Comput. Biol. 12 (3) (2016)
Petr Sulc, Thomas E. Ouldridge, Flavio Romano, Jonathan P. K. Doye, Ard A. Louis
Simulating a burnt-bridges DNA motor with a coarse-grained DNA model. Nat. Comput. 13 (4) (2014)
Hector Zenil, Fernando Soler-Toscano, Kamaludin Dingle, Ard A. Louis
Graph Automorphism and Topological Characterization of Synthetic and Natural Complex Networks by Information Content. CoRR (2013)