Communication-Efficient Quantized SGD for Learning Polynomial Neural Network

Author:

Yang Zhanpeng1,Zhou Yong1,Wu Youlong1,Shi Yuanming1

Affiliation:

1. ShanghaiTech University,School of Information Science and Technology,Shanghai,China

Funder

Nature

Publisher

IEEE

Reference24 articles.

1. Federated Learning via Over-the-Air Computation

2. Nonconvex Matrix Factorization from Rank-One Measurements;li;12th Int Conf Artif Intell Stat (AISTATS),2018

3. Local Geometry of Cross Entropy Loss in Learning One-Hidden-Layer Neural Networks

4. Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion;ma;Proc Int Conf Mach Learn (ICML),2018

5. Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface

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1. Random Polynomial Neural Networks: Analysis and Design;IEEE Transactions on Neural Networks and Learning Systems;2023

2. Trustworthy Federated Learning via Blockchain;IEEE Internet of Things Journal;2023-01-01

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