2 papers
cs.LG2019
Tensor p-shrinkage nuclear norm for low-rank tensor completion
Chunsheng Liu, Hong Shan, Chunlei Chen
In this paper, a new definition of tensor p-shrinkage nuclear norm (p-TNN) is proposed based on tensor singular value decomposition (t-SVD). In particular, it can be proved that p-…
cs.LG2019
Binary matrix completion with nonconvex regularizers
Chunsheng Liu
Many practical problems involve the recovery of a binary matrix from partial information, which makes the binary matrix completion (BMC) technique received increasing attention in…