Chris Mingard

202020212022202320242 11 30 27 20

Guillermo VallePostdoc, FLOWERS, INRIAVerified email at inria.fr
Ard A LouisProfessor of Theoretical Physics, University of OxfordVerified email at physics.ox.ac.uk
Joar SkalseDPhil Student in Computer Science, Oxford UniversityVerified email at cs.ox.ac.uk
Soufiane HayouSimons Institute for the Theory of Computing, UC BerkeleyVerified email at berkeley.edu
David Martínez-RubioZuse Institute BerlinVerified email at zib.de
Vladimir MikulikDeepMindVerified email at google.com
Jeremy BernsteinCSAIL, MITVerified email at mit.edu
Yisong YueCalifornia Institute of Technology; Latitude AIVerified email at caltech.edu
Navid AzizanEsther & Harold E. Edgerton Assistant Professor, MITVerified email at mit.edu
Sean Alexander RidoutPostdoctoral Fellow, Emory UniversityVerified email at emory.edu
Ilya NemenmanEmory University, Physics and BiologyVerified email at emory.edu
Kamaludin DingleAssociate Professor, GUST.Verified email at gust.edu.kw
Charles LondonDPhil Student in CS, University of OxfordVerified email at cs.ox.ac.uk
Radoslaw GrabarczykUniversity of OxfordVerified email at physics.ox.ac.uk
Kevin HuangUniversity of WashingtonVerified email at cs.washington.edu

Chris Mingard

Verified email at chem.ox.ac.uk


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Is SGD a Bayesian sampler? Well, almost C Mingard, G Valle-Pérez, J Skalse, AA Louis Journal of Machine Learning Research 22 (79), 1-64, 2021	45	2021
Neural networks are a priori biased towards Boolean functions with low entropy C Mingard, J Skalse, G Valle-Pérez, D Martínez-Rubio, V Mikulik, ... arXiv preprint arXiv:1909.11522, 2019	24	2019
Feature Learning and Signal Propagation in Deep Neural Networks Y Lou, C Mingard, S Hayou International Conference on Machine Learning, 14248-14282, 2022	12	2022
Automatic gradient descent: Deep learning without hyperparameters J Bernstein, C Mingard, K Huang, N Azizan, Y Yue arXiv preprint arXiv:2304.05187, 2023	6	2023
Do deep neural networks have an inbuilt Occam's razor? C Mingard, H Rees, G Valle-Pérez, AA Louis arXiv preprint arXiv:2304.06670, 2023	4	2023
Bounds on learning with power-law priors S Ridout, I Nemenman, A Louis, C Mingard, R Grabarczyk, K Dingle, ... Bulletin of the American Physical Society, 2024		2024

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