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Robust High Dimensional Expectation Maximization Algorithm via Trimmed Hard Thresholding

Oct 19, 2020
Di Wang, Xiangyu Guo, Shi Li, Jinhui Xu

* Accepted at Machine Learning 

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Estimating Stochastic Linear Combination of Non-linear Regressions Efficiently and Scalably

Oct 19, 2020
Di Wang, Xiangyu Guo, Chaowen Guan, Shi Li, Jinhui Xu

* This paper is a substantially extended version of our previous work appeared in AAAI'20 

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Consistent $k$-Median: Simpler, Better and Robust

Aug 13, 2020
Xiangyu Guo, Janardhan Kulkarni, Shi Li, Jiayi Xian


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Distributed $k$-Clustering for Data with Heavy Noise

Oct 18, 2018
Shi Li, Xiangyu Guo

* accepted into NIPS'18 

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