289 citations · 755 across the 23 of their papers we have counts for
3 papers · 1 filter
Bayesian object classification of gold nanoparticles
Bledar A. Konomi, Soma S. Dhavala, Jianhua Z. Huang +5
The properties of materials synthesized with nanoparticles (NPs) are highly correlated to the sizes and shapes of the nanoparticles. The transmission electron microscopy (TEM) imag…
Robust regularized singular value decomposition with application to mortality data
Lingsong Zhang, Haipeng Shen, Jianhua Z. Huang
We develop a robust regularized singular value decomposition (RobRSVD) method for analyzing two-way functional data. The research is motivated by the application of modeling human…
A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems
Pinghua Gong, Changshui Zhang, Zhaosong Lu +2
Non-convex sparsity-inducing penalties have recently received considerable attentions in sparse learning. Recent theoretical investigations have demonstrated their superiority over…