Advances and Open Problems in Federated Learning

P. Kairouz, H. B. McMahan, Brendan Avent, A. Bellet, M. Bennis, A. Bhagoji, Keith Bonawitz, Zachary B. Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, S. E. Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, M. Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, T. Javidi, Gauri Joshi, M. Khodak, Jakub Konecný, A. Korolova, F. Koushanfar, Oluwasanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, M. Mohri, R. Nock, A. Özgür, R. Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, R. Raskar, D. Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, A. Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao