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Smoothing Splines Approximation Using Hilbert Curve Basis Selection
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Ma, PingYu, JunMeng, ChengZhong, WenxuanChen, Yongkai

Smoothing splines have been used pervasively in nonparametric regressions. However, the computational burden of smoothing splines is significant when the sample size n is large. When the number of …


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