Seuraa
Leonard Berrada
Leonard Berrada
Research Scientist, DeepMind
Vahvistettu sähköpostiosoite verkkotunnuksessa google.com
Nimike
Viittaukset
Viittaukset
Vuosi
Unlocking high-accuracy differentially private image classification through scale
S De, L Berrada, J Hayes, SL Smith, B Balle
arXiv preprint arXiv:2204.13650, 2022
1612022
Smooth Loss Functions for Deep Top-k Classification
L Berrada, A Zisserman, MP Kumar
International Conference on Learning Representations, 2018
1262018
Training neural networks for and by interpolation
L Berrada, A Zisserman, MP Kumar
International Conference on Machine Learning, 2020
572020
Deep Frank-Wolfe For Neural Network Optimization
L Berrada, A Zisserman, MP Kumar
International Conference on Learning Representations, 2019
432019
Differentially private diffusion models generate useful synthetic images
S Ghalebikesabi, L Berrada, S Gowal, I Ktena, R Stanforth, J Hayes, S De, ...
arXiv preprint arXiv:2302.13861, 2023
382023
Trusting SVM for piecewise linear CNNs
L Berrada, A Zisserman, MP Kumar
International Conference on Learning Representations, 2017
212017
Make sure you're unsure: A framework for verifying probabilistic specifications
L Berrada, S Dathathri, K Dvijotham, R Stanforth, RR Bunel, J Uesato, ...
Advances in Neural Information Processing Systems 34, 11136-11147, 2021
20*2021
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models
S De, SL Smith, A Fernando, A Botev, G Cristian-Muraru, A Gu, R Haroun, ...
arXiv preprint arXiv:2402.19427, 2024
142024
Unlocking accuracy and fairness in differentially private image classification
L Berrada, S De, JH Shen, J Hayes, R Stanforth, D Stutz, P Kohli, ...
arXiv preprint arXiv:2308.10888, 2023
8*2023
Convnets match vision transformers at scale
SL Smith, A Brock, L Berrada, S De
arXiv preprint arXiv:2310.16764, 2023
72023
Comment on stochastic Polyak step-size: Performance of ALI-G
L Berrada, A Zisserman, MP Kumar
arXiv preprint arXiv:2105.10011, 2021
52021
A Stochastic Bundle Method for Interpolation
A Paren, L Berrada, RPK Poudel, MP Kumar
Journal of Machine Learning Research 23 (15), 1-57, 2022
32022
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
A Botev, S De, SL Smith, A Fernando, GC Muraru, R Haroun, L Berrada, ...
arXiv preprint arXiv:2404.07839, 2024
2024
Leveraging structure for optimization in deep learning
L Berrada
University of Oxford, 2019
2019
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Artikkelit 1–14