An Information Theoretic Approach for Collaborative Distributed Parameter Estimation

Author:

Tong Xinyi1,Peng Tianren1,Huang Shao-Lun1

Affiliation:

1. Tsinghua Shenzhen International Graduate School,Shenzhen,China,518055

Publisher

IEEE

Reference22 articles.

1. Information-Theoretic Lower Bounds on Bayes Risk in Decentralized Estimation

2. On Optimal Data Compression in Multiterminal Statistical Inference

3. QSGD: communication-efficient SGD via gradient quantization and encoding;alistarh;Advances in Neural Information Processing Systems (NIPS),2017

4. A Survey on Federated Learning for Resource-Constrained IoT Devices

5. Under nonstandard conditions;huber;Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability Weather modification,1967

Cited by 1 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. On the Fundamental Limit of Distributed Learning With Interchangable Constrained Statistics;IEEE Journal on Selected Areas in Information Theory;2024

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