Följ
Xinchi Qiu
Xinchi Qiu
Verifierad e-postadress på cam.ac.uk
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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
1272020
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
182021
Can Federated Learning Save the Planet?
X Qiu, T Parcollet, D Beutel, T Topal, A Mathur, N Lane
NeurIPS-Tackling Climate Change with Machine Learning, 2020
122020
Quaternion Neural Networks for Multi-channel Distant Speech Recognition
X Qiu, T Parcollet, M Ravanelli, N Lane, M Morchid
Interspeech 2020, 2020
92020
On-device federated learning with flower
A Mathur, DJ Beutel, PPB de Gusmao, J Fernandez-Marques, T Topal, ...
arXiv preprint arXiv:2104.03042, 2021
82021
ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity
X Qiu, J Fernandez-Marques, PPB Gusmao, Y Gao, T Parcollet, ND Lane
International Conference on Learning Representations, 2021
22021
Protea: Client Profiling within Federated Systems using Flower
W Zhao, X Qiu, J Fernandez-Marques, PPB de Gusmão, ND Lane
arXiv preprint arXiv:2207.01053, 2022
12022
FusionRNN: Shared Neural Parameters for Multi-Channel Distant Speech Recognition
T Parcollet, X Qiu, N Lane
Interspeech 2020, 1678-1682, 2020
12020
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Artiklar 1–8