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Edge Learning with Unmanned Ground Vehicle: Joint Path, Energy and Sample Size Planning

Sep 07, 2020
Dan Liu, Shuai Wang, Zhigang Wen, Lei Cheng, Miaowen Wen, Yik-Chung Wu

* 16 pages, 6 figures, to appear in IEEE Internet of Things Journal 

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Towards Probabilistic Tensor Canonical Polyadic Decomposition 2.0: Automatic Tensor Rank Learning Using Generalized Hyperbolic Prior

Sep 05, 2020
Lei Cheng, Zhongtao Chen, Qingjiang Shi, Yik-Chung Wu, Sergios Theodoridis


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Learning Centric Power Allocation for Edge Intelligence

Jul 21, 2020
Shuai Wang, Rui Wang, Qi Hao, Yik-Chung Wu, H. Vincent Poor

* 6 pages, 7 figures, in Proc. IEEE ICC 2020, Wireless Communications Symposium, Jun. 2020. arXiv admin note: substantial text overlap with arXiv:1911.04922 

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Machine Intelligence at the Edge with Learning Centric Power Allocation

Nov 12, 2019
Shuai Wang, Yik-Chung Wu, Minghua Xia, Rui Wang, H. Vincent Poor

* 32 pages, submitted to IEEE Transactions on Wireless Communications 

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Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation

Dec 29, 2017
Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura

* 38 pages 

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Convergence analysis of belief propagation for pairwise linear Gaussian models

Nov 18, 2017
Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura

* published in GlobalSIP 2017, Montreal, Canada. arXiv admin note: text overlap with arXiv:1704.03969 

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Convergence analysis of the information matrix in Gaussian belief propagation

Apr 13, 2017
Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura

* arXiv admin note: substantial text overlap with arXiv:1611.02010 

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