Fetching the paper…
Reading the bibliography…
Federated Learning (FL), Split Learning (SL), and SplitFed Learning (SFL) are three recent developments in distributed machine learning that are gaining attention due to their ability to preserve the privacy of raw data.
The mnist database of handwritten digits,
Y. LeCun, · 1998
Earlier work this paper cites.
Learning multiple layers of features from tiny images (2009)
A. Krizhevsky, G. Hinton, et al., · 2009
Earlier work this paper cites.
C. Thapa, M. A. P. Chamikara, S. Camtepe, · 2011
Earlier work this paper cites.
Federated learning: Strategies for improving communication efficiency,
J. Konečnỳ, H. B. McMahan, F. X. Yu, P. Richtárik, A. T. Suresh, D. Bacon, · 2016
Earlier work this paper cites.
Deep residual learning for image recognition,
K. He, X. Zhang, S. Ren, J. Sun, · 2016
Earlier work this paper cites.
The impact of the eu general data protection regulation on scientific research,
G. Chassang, · 2017
Cited alongside, same era.
The challenges faced by the extraterritorial scope of the general data protection regulation,
A. Azzi, · 2018
Cited alongside, same era.
Assessing china’s cybersecurity law,
A. Qi, G. Shao, W. Zheng, · 2018
Cited alongside, same era.
Federated machine learning: Concept and applications,
Q. Yang, Y. Liu, T. Chen, Y. Tong, · 2019
Cited alongside, same era.
Split learning for collaborative deep learning in healthcare,
M. G. Poirot, P. Vepakomma, K. Chang, J. Kalpathy-Cramer, R. Gupta, R. Raskar, · 2019
Later among the works it cites.
Detailed comparison of communication efficiency of split learning and federated learning,
A. Singh, P. Vepakomma, O. Gupta, R. Raskar, · 2019
Later among the works it cites.
Federated learning: Challenges, methods, and future directions,
T. Li, A. K. Sahu, A. Talwalkar, V. Smith, · 2020
Later among the works it cites.
Splitfed: When federated learning meets split learning,
C. Thapa, M. A. P. Chamikara, S. Camtepe, · 2020
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…