536 citations · 1.3k across the 27 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.IT2018★ 26 cited
Matrix Completion with Deterministic Sampling: Theories and Methods
Guangcan Liu, Qingshan Liu, Xiao-Tong Yuan +1
In some significant applications such as data forecasting, the locations of missing entries cannot obey any non-degenerate distributions, questioning the validity of the prevalent…
cs.CV2018★ 62 cited
Robust Subspace Clustering with Compressed Data
Guangcan Liu, Zhao Zhang, Qingshan Liu +1
Dimension reduction is widely regarded as an effective way for decreasing the computation, storage and communication loads of data-driven intelligent systems, leading to a growing…