activity
20232026
most citedHyperspectral Band Selection based on Generalized 3DTV and Tensor CUR Decomposition

1 citations · 1 across the 7 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

math.NA2026

Separable Nonnegative Matrix Factorization Using Powered Ratio-of-Norms Regularization

Matthew McCarver, Jing Qin

Separable nonnegative matrix factorization (SNMF) has been widely used for low-rank representation and clustering of nonnegative data, owing to its ability to produce part-based an…

stat.ML2026

Robust Low-Tubal-Rank Tensor Completion under Cross-Concentrated Sampling

HanQin Cai, Longxiu Huang, Jing Qin +1

Tensor cross-concentrated sampling (t-CCS) bridges entrywise sampling and t-CUR slice-wise sampling by observing entries only within selected horizontal and lateral slices. Existin…