1 citations · 1 across the 2 of their papers we have counts for
5 papers
Provable Near-Optimal Low-Multilinear-Rank Tensor Recovery
Jian-Feng Cai, Lizhang Miao, Yang Wang +1
We consider the problem of recovering a low-multilinear-rank tensor from a small amount of linear measurements. We show that the Riemannian gradient algorithm initialized by one st…
Kam method for Cryo-EM particle reconstruction
Yin Xian
The Cryo-EM 3D particle reconstruction is essential for identifying protein and uncover the biological mechanism of the macro-molecules. In this paper, we use Kam method for recons…
Uncertainty quantification of modified Cahn-Hilliard equation for image inpainting
Yin Xian
In this paper, we review modified Cahn-Hilliard equation for image inpainting and explore the effect when the initial condition is uncertain. We study the statistical properties of…
Optimal low rank tensor recovery
Jian-Feng Cai, Lizhang Miao, Yang Wang +1
We investigate the sample size requirement for exact recovery of a high order tensor of low rank from a subset of its entries. In the Tucker decomposition framework, we show that t…
Data-Driven Tight Frame for Cryo-EM Image Denoising and Conformational Classification
Yin Xian, Hanlin Gu, Wei Wang +4
The cryo-electron microscope (cryo-EM) is increasingly popular these years. It helps to uncover the biological structures and functions of macromolecules. In this paper, we address…