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A first look into the carbon footprint of federated learning.

X. Qiu, T. Parcollet, D. Beutel, T. Topal, A. Mathur, and N. Lane. CoRR, (2020)

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Xiuhui Qiu

Xueping Qiu

Tiequn Qiu

Wei Qiu

Shiran Qiu

Other publications of authors with the same name

FedAnchor: Enhancing Federated Semi-Supervised Learning with Label Contrastive Loss for Unlabeled Clients.X. Qiu, Y. Gao, L. Sani, H. Pan, W. Zhao, P. de Gusmao, M. Alibeigi, A. Iacob, and N. Lane. CoRR, (2024)Gradient-less Federated Gradient Boosting Trees with Learnable Learning Rates.C. Ma, X. Qiu, D. Beutel, and N. Lane. CoRR, (2023)ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity.X. Qiu, J. Fernández-Marqués, P. de Gusmão, Y. Gao, T. Parcollet, and N. Lane. CoRR, (2022)FusionRNN: Shared Neural Parameters for Multi-Channel Distant Speech Recognition.T. Parcollet, X. Qiu, and N. Lane. INTERSPEECH, page 1678-1682. ISCA, (2020)vFedSec: Efficient Secure Aggregation for Vertical Federated Learning via Secure Layer.X. Qiu, H. Pan, W. Zhao, C. Ma, P. de Gusmao, and N. Lane. CoRR, (2023)High-throughput Simulation of Federated Learning via Resource-Aware Client Placement.L. Sani, P. de Gusmão, A. Iacob, W. Zhao, X. Qiu, Y. Gao, J. Fernández-Marquás, and N. Lane. CoRR, (2023)A first look into the carbon footprint of federated learning.X. Qiu, T. Parcollet, D. Beutel, T. Topal, A. Mathur, and N. Lane. CoRR, (2020)A First Look into the Carbon Footprint of Federated Learning.X. Qiu, T. Parcollet, J. Fernández-Marqués, P. de Gusmao, Y. Gao, D. Beutel, T. Topal, A. Mathur, and N. Lane. J. Mach. Learn. Res., (2023)A first look into the carbon footprint of federated learning.X. Qiu, T. Parcollet, J. Fernández-Marqués, P. de Gusmão, D. Beutel, T. Topal, A. Mathur, and N. Lane. CoRR, (2021)FedVal: Different good or different bad in federated learning.V. Valadi, X. Qiu, P. de Gusmão, N. Lane, and M. Alibeigi. USENIX Security Symposium, page 6365-6380. USENIX Association, (2023)

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Disambiguation of "Qiu, Xinchi"

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A first look into the carbon footprint of federated learning.

Please choose a person to relate this publication to

Xiuhui Qiu

Xueping Qiu

Tiequn Qiu

Wei Qiu

Shiran Qiu

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Qiu, Xinchi"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML A first look into the carbon footprint of federated learning.

Please choose a person to relate this publication to

Xiuhui Qiu

Xueping Qiu

Tiequn Qiu

Wei Qiu

Shiran Qiu

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

A first look into the carbon footprint of federated learning.