11 citations · 11 across the 2 of their papers we have counts for
3 papers
stat.ML2018
Low-Rank Phase Retrieval via Variational Bayesian Learning
Kaihui Liu, Jiayi Wang, Zhengli Xing +2
In this paper, we consider the problem of low-rank phase retrieval whose objective is to estimate a complex low-rank matrix from magnitude-only measurements. We propose a hierarchi…
eess.SP2017★ 11 cited
DOA and Polarization Estimation for Non-Circular Signals in 3-D Millimeter Wave Polarized Massive MIMO Systems
Liangtian Wan, Kaihui Liu, Ying-Chang Liang +1
In this paper, an algorithm of multiple signal classification (MUSIC) is proposed for two-dimensional (2-D) direction of- arrival (DOA) and polarization estimation of non-circular…
stat.ML2017
Bayesian Compressive Sensing Using Normal Product Priors
Zhou Zhou, Kaihui Liu, Jun Fang
In this paper, we introduce a new sparsity-promoting prior, namely, the "normal product" prior, and develop an efficient algorithm for sparse signal recovery under the Bayesian fra…