Large Deviations for Products of Non-Identically Distributed Network Matrices With Applications to Communication-Efficient Distributed Learning and Inference-Reference-Cited by-同舟云学术

Large Deviations for Products of Non-Identically Distributed Network Matrices With Applications to Communication-Efficient Distributed Learning and Inference

Published:2023 Issue: Volume:71 Page:1319-1333
ISSN:1053-587X
Container-title:IEEE Transactions on Signal Processing
language:
Short-container-title:IEEE Trans. Signal Process.

Author:

Petrović Nemanja¹^ORCID,Bajović Dragana²,Kar Soummya³^ORCID,Jakovetić Dušan⁴^ORCID,Sahu Anit Kumar⁵^ORCID

Affiliation:

1. Department of Fundamental Sciences, Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia

2. Department of Power, Electronics, and Communications Engineering, Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia

3. Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA

4. Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia

5. Amazon.com, Inc., Alexa AI, Pittsburgh, PA, USA

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Signal Processing

Link

http://xplorestaging.ieee.org/ielx7/78/10040758/10097624.pdf?arnumber=10097624

Reference51 articles.

1. LAG: Lazily aggregated gradient for communication-efficient distributed learning;chen;Proc 32nd Int Conf Neural Inf Process Syst,0

2. Communication-efficient distributed optimization with quantized preconditioners;alimisis;Proc Int Conf Mach Learn,0

3. Distributed learning for cooperative inference;nedi?,2017

4. Communication-efficient federated learning via robust distributed mean estimation;vargaftik;Mach Learn Res,0

5. Communication-Efficient Distributed Cooperative Learning With Compressed Beliefs

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Inaccuracy Rates for Distributed Inference Over Random Networks With Applications to Social Learning;IEEE Transactions on Information Theory;2024-01

2. Memory-Aware Social Learning Under Partial Information Sharing;IEEE Transactions on Signal Processing;2023