FedFMC: Sequential Efficient Federated Learning on Non-iid Data

Privacy-preserving svm classification

Jaideep Vaidya, Hwanjo Yu, and Xiaoqian Jiang · 2008

Earlier work this paper cites.

Overcoming catastrophic forgetting in neural networks

Original

James Kirkpatrick, Razvan Pascanu, Neil C. Rabinowitz, Joel Veness, Guillaume Desjardins, Andrei A. Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, and Raia Hadsell · 2016

Earlier work this paper cites.

Communication-efficient learning of deep networks from decentralized data

Daniel Ramage Seth Hampson Blaise Aguera y Arcas H. Brendan McMahan, Eider Moore · 2017

Earlier work this paper cites.

Federated learning with non-iid data

Original

Yue Zhao, Meng Li, Liangzhen Lai, Naveen Suda, Damon Civin, and Vikas Chandra · 2018

Cited alongside, same era.

GDPR : General Data Protection Regulation (EU) 2016/679 : post-reform personal data protection in the European Union

Mariusz Krzysztofek · 2019

Cited alongside, same era.

Advances and open problems in federated learning

Peter Kairouz, H Mcmahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Nitin Arjun, Keith Bonawitz, Charles Zachary, Graham Cormode, Rachel Cummings, Rafael D’Oliveira, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip Gibbons, Marco Gruteser, Zaid Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konečný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian Stich, Ziteng Sun, Ananda Suresh, Florian Tramèr, Jianyu Wang, Xiong Li, Zheng Xu, Qiang Yang, Felix Yu, Yu Han, and Zhao Sen · 2019

Cited alongside, same era.

The cifar-10 dataset

Alex Krizhevsky

Cited in the paper.

Overcoming forgetting in federated learning on non-iid data

Neta Shoham, Tomer Avidor, Aviv Keren, Nadav Israel, Daniel Benditkis, Liron Mor-Yosef, and Itai Zeitak · 2019

Later among the works it cites.

Communication-efficient and decentralized multi-task boosting while learning the collaboration graph

Original

Valentina Zantedeschi, Aurélien Bellet, and Marc Tommasi · 2019

Later among the works it cites.