87 citations · 93 across the 8 of their papers we have counts for
4 papers · 1 filter
Robust Matrix Completion via Maximum Correntropy Criterion and Half Quadratic Optimization
Yicong He, Fei Wang, Yingsong Li +2
Robust matrix completion aims to recover a low-rank matrix from a subset of noisy entries perturbed by complex noises, where traditional methods for matrix completion may perform p…
Maximum Total Correntropy Diffusion Adaptation over Networks with Noisy Links
Yicong He, Fei Wang, Shiyuan Wang +2
Distributed estimation over networks draws much attraction in recent years. In many situations, due to imperfect information communication among nodes, the performance of tradition…
Diffusion Adaptation Framework for Compressive Sensing Reconstruction
Yicong He, Fei Wang, Shiyuan Wang +1
Compressive sensing(CS) has drawn much attention in recent years due to its low sampling rate as well as high recovery accuracy. As an important procedure, reconstructing a sparse…
Maximum Correntropy Adaptive Filtering Approach for Robust Compressive Sensing Reconstruction
Yicong He, Fei Wang, Shiyuan Wang +2
Robust compressive sensing(CS) reconstruction has become an attractive research topic in recent years. Robust CS aims to reconstruct the sparse signals under non-Gaussian(i.e. heav…