528 citations · 2.5k across the 61 of their papers we have counts for
Showing math.NAShow all
2 papers · 1 filter
math.NA2015
Spectral Compressed Sensing via CANDECOMP/PARAFAC Decomposition of Incomplete Tensors
Jun Fang, Linxiao Yang, Hongbin Li
We consider the line spectral estimation problem which aims to recover a mixture of complex sinusoids from a small number of randomly observed time domain samples. Compressed sensi…
math.NA2015★ 32 cited
An Iterative Reweighted Method for Tucker Decomposition of Incomplete Multiway Tensors
Linxiao Yang, Jun Fang, Hongbin Li +1
We consider the problem of low-rank decomposition of incomplete multiway tensors. Since many real-world data lie on an intrinsically low dimensional subspace, tensor low-rank decom…