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Harvesting Ambient RF for Presence Detection Through Deep Learning


Feb 13, 2020
Yang Liu, Tiexing Wang, Yuexin Jiang, Biao Chen

* Source code and datasets are available at Github: https://github.com/bigtreeyanger/presence_detection_cnn 

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FOCUS: Dealing with Label Quality Disparity in Federated Learning


Jan 29, 2020
Yiqiang Chen, Xiaodong Yang, Xin Qin, Han Yu, Biao Chen, Zhiqi Shen

* 7 pages 

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Asymptotically Optimal One- and Two-Sample Testing with Kernels


Aug 27, 2019
Shengyu Zhu, Biao Chen, Zhitang Chen, Pengfei Yang

* Submitted to IEEE Transactions on Information Theory. Short conference version can be found at arXiv:1802.07581 

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K-medoids Clustering of Data Sequences with Composite Distributions


Jul 31, 2018
Tiexing Wang, Qunwei Li, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney

* 12 two-column pages, submitted to IEEE Transactions on Signal Processing 

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Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit


May 26, 2018
Shengyu Zhu, Biao Chen, Pengfei Yang, Zhitang Chen

* 12 pages 

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Exponentially Consistent Kernel Two-Sample Tests


May 21, 2018
Shengyu Zhu, Biao Chen, Zhitang Chen

* 17 pages. Added application to off-line change detection 

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Autonomous Localization and Mapping Using a Single Mobile Device


Dec 17, 2016
Tiexing Wang, Fangrong Peng, Biao Chen

* Submitted to the IEEE Transactions on Audio, Speech and Language Processing 

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