Linear Speedup of Incremental Aggregated Gradient Methods on Streaming Data
Author:
Affiliation:
1. The Chinese University of Hong Kong,System Engineering & Engineering Management, Faculty of Engineering,Hong Kong SAR
2. Tsinghua University,Department of Electronic Engineering,Beijing
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10383192/10383193/10383924.pdf?arnumber=10383924
Reference22 articles.
1. A survey of distributed optimization
2. Distributed Learning in the Nonconvex World: From batch data to streaming and beyond
3. Federated Learning: Challenges, Methods, and Future Directions
4. Communication-efficient learning of deep networks from decentralized data;McMahan,2017
5. Scaffold: Stochastic controlled averaging for federated learning;Karimireddy,2020
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