Advances and Open Problems in Federated Learning

JOURNAL ARTICLE published 2021 in Foundations and Trends® in Machine Learning

Authors: Peter Kairouz | H. Brendan McMahan | Brendan Avent | Aurélien Bellet | Mehdi Bennis | Arjun Nitin Bhagoji | Kallista Bonawitz | Zachary Charles | Graham Cormode | Rachel Cummings | Rafael G. L. D’Oliveira | Hubert Eichner | Salim El Rouayheb | David Evans | Josh Gardner | Zachary Garrett | Adrià Gascón | Badih Ghazi | Phillip B. Gibbons | Marco Gruteser | Zaid Harchaoui | Chaoyang He | Lie He | Zhouyuan Huo | Ben Hutchinson | Justin Hsu | Martin Jaggi | Tara Javidi | Gauri Joshi | Mikhail Khodak | Jakub Konecný | Aleksandra Korolova | Farinaz Koushanfar | Sanmi Koyejo | Tancrède Lepoint | Yang Liu | Prateek Mittal | Mehryar Mohri | Richard Nock | Ayfer Özgür | Rasmus Pagh | Hang Qi | Daniel Ramage | Ramesh Raskar | Mariana Raykova | Dawn Song | Weikang Song | Sebastian U. Stich | Ziteng Sun | Ananda Theertha Suresh | Florian Tramèr | Praneeth Vepakomma | Jianyu Wang | Li Xiong | Zheng Xu | Qiang Yang | Felix X. Yu | Han Yu | Sen Zhao