A Field Guide to Federated Optimization.

Jianyu Wang Zachary Charles Zheng Xu Gauri Joshi H. Brendan McMahan Blaise Agüera y Arcas Maruan Al-Shedivat Galen Andrew Salman Avestimehr Katharine Daly Deepesh Data Suhas N. Diggavi Hubert Eichner Advait Gadhikar Zachary Garrett Antonious M. Girgis Filip Hanzely Andrew Hard Chaoyang He Samuel Horvath Zhouyuan Huo Alex Ingerman Martin Jaggi Tara Javidi Peter Kairouz Satyen Kale Sai Praneeth Karimireddy Jakub Konecný Sanmi Koyejo Tian Li Luyang Liu Mehryar Mohri Hang Qi Sashank J. Reddi Peter Richtárik Karan Singhal Virginia Smith Mahdi Soltanolkotabi Weikang Song Ananda Theertha Suresh Sebastian U. Stich Ameet Talwalkar Hongyi Wang Blake E. Woodworth Shanshan Wu Felix X. Yu Honglin Yuan Manzil Zaheer Mi Zhang Tong Zhang Chunxiang Zheng Chen Zhu Wennan Zhu

Published in: CoRR (2021)

Keyphrases

optimization algorithm
optimization problems
global optimization
data sources
neural network
optimization procedure
optimization method
image sequences
data sets
web search
joint optimization
linear programming
distributed systems
decision trees
learning algorithm
information retrieval
databases