Amplification and Transmission System With Matching Multi-Layer Ion-Doped FM-…

System stability and robustness are highly desired in a mode division multiplexing (MDM) transmission system. The matching of the active fiber and transmission FMF effectively reduces the transmiss…

A Model-free Variable Screening Method Based on Leverage Score

With rapid advances in information technology, massive datasets are collected in all fields of science, such as biology, chemistry, and social science. Useful or meaningful information is extracted…

Smoothing Splines Approximation Using Hilbert Curve Basis Selection

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 …

LowCon : A Design-based Subsampling Approach in a Misspecified Linear Model

We consider a measurement constrained supervised learning problem, that is, (i) full sample of the predictors are given; (ii) the response observations are unavailable and expensive to measure. Thu…

Ultra-Stable and Real-Time Demultiplexing System of Strong Fiber Bragg Gratin…

Penalized clustering of large-scale functional data with multiple covariates

Matrix discriminant analysis with application to colorimetric sensor array data