2 citations · 4 across the 4 of their papers we have counts for
4 papers
A Majorization-Minimization Gauss-Newton Method for 1-Bit Matrix Completion
Xiaoqian Liu, Xu Han, Eric C. Chi +1
In 1-bit matrix completion, the aim is to estimate an underlying low-rank matrix from a partial set of binary observations. We propose a novel method for 1-bit matrix completion ca…
Robust low-rank multilinear tensor approximation for a joint estimation of the multilinear rank and the loading matrices
Xu Han, Laurent Albera, Amar Kachenoura +2
In order to compute the best low-rank tensor approximation using the Multilinear Tensor Decomposition (MTD) model, it is essential to estimate the rank of the underlying multilinea…
Phase-only signal reconstruction by MagnitudeCut
Jiasong Wu, Jieyuan Liu, Youyong Kong +3
In this paper, we present a new algorithm, called MagnitudeCut, for recovering a signal from the phase of its Fourier transform. We casted our recovering problem into a new convex…
Performance evaluation of wavelet scattering network in image texture classification in various color spaces
Jiasong Wu, Longyu Jiang, Xu Han +2
Texture plays an important role in many image analysis applications. In this paper, we give a performance evaluation of color texture classification by performing wavelet scatterin…