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A General $\mathcal{O}(n^2)$ Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM

Jun 06, 2019
Linning Xu, Feng Yin, Jiawei Zhang, Zhi-Quan, Luo, Shuguang, Cui

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Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series

Apr 21, 2019
Feng Yin, Lishuo Pan, Xinwei He, Tianshi Chen, Sergios Theodoridis, Zhi-Quan, Luo

* 15 pages, 5 figures, submitted 

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