Advances and Open Problems in Federated Learning
Peter Kairouz,
H. Brendan McMahan,
Brendan Avent,
Aurélien Bellet,
Mehdi Bennis,
Arjun Nitin Bhagoji,
Kallista Bonawit,
Zachary Charles,
Graham Cormode,
Rachel Cummings,
Rafael G. L. D'Oliveira,
Hubert Eichner,
Salim El Rouayheb,
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,
Prateek Mittal,
Richard Nock,
Ayfer Özgür,
Rasmus Pagh,
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,
Felix X. Yu,
Han Yu,
and
Sen Zhao
Peter Kairouz,
H. Brendan McMahan,
Brendan Avent,
Aurélien Bellet,
Mehdi Bennis,
Arjun Nitin Bhagoji,
Kallista Bonawit,
Zachary Charles,
Graham Cormode,
Rachel Cummings,
Rafael G. L. D'Oliveira,
Hubert Eichner,
Salim El Rouayheb,
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,
Prateek Mittal,
Richard Nock,
Ayfer Özgür,
Rasmus Pagh,
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,
Felix X. Yu,
Han Yu,
and
Sen Zhao
These contributions have been carefully curated into a comprehensive treatment that enables the reader to understand the work that has been done and get pointers to where effort is required to solve many of the problems before Federated ...
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