Daniel Janes Beutel
Daniel Janes Beutel
Visiting Researcher, University of Cambridge | Founder, Adap
Verified email at - Homepage
Cited by
Cited by
Flower: A friendly federated learning research framework
DJ Beutel, T Topal, A Mathur, X Qiu, T Parcollet, PPB de Gusmão, ...
arXiv preprint arXiv:2007.14390, 2020
Proof of Kernel Work: a democratic low-energy consensus for distributed access-control protocols
LN Lundbæk, D Janes Beutel, M Huth, S Jackson, L Kirk, R Steiner
Royal Society Open Science 5 (8), 180422, 2018
A first look into the carbon footprint of federated learning
X Qiu, T Parcollet, J Fernandez-Marques, PPB de Gusmao, DJ Beutel, ...
arXiv preprint arXiv:2102.07627, 2021
Can federated learning save the planet?
X Qiu, T Parcollet, DJ Beutel, T Topal, A Mathur, ND Lane
arXiv preprint arXiv:2010.06537, 2020
End-to-end speech recognition from federated acoustic models
Y Gao, T Parcollet, S Zaiem, J Fernandez-Marques, PPB de Gusmao, ...
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
On-device federated learning with flower
A Mathur, DJ Beutel, PPB de Gusmao, J Fernandez-Marques, T Topal, ...
arXiv preprint arXiv:2104.03042, 2021
Practical proof of kernel work & distributed adaptiveness
LN Lundbæk, DJ Beutel, M Huth, L Kirk
manuscript Version 1, 2018
Flower: A friendly federated learning framework
DJ Beutel, T Topal, A Mathur, X Qiu, J Fernandez-Marques, Y Gao, L Sani, ...
Secure aggregation for federated learning in flower
KH Li, PPB de Gusmão, DJ Beutel, ND Lane
Proceedings of the 2nd ACM International Workshop on Distributed Machine …, 2021
medixain: Robust Blockchain Optimization Enabling Individual Medical Wallet Architecture
LN Lundbæk, X AG, L Kirk, D Ottewell, DJ Beutel, AD de Molina Rius, ...
Secure Aggregation for Federated Learning in Flower
K Hei Li, P Porto Buarque de Gusmão, DJ Beutel, ND Lane
arXiv e-prints, arXiv: 2205.06117, 2022
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation
A Karargyris, R Umeton, MJ Sheller, A Aristizabal, J George, S Bala, ...
arXiv preprint arXiv:2110.01406, 2021
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