IEEE transactions on pattern analysis and machine intelligence
Multi-Matrix Completion: A Novel Framework for Structurally Missing Elements.
Hao Nan Sheng, Zhi-Yong Wang, Hing Cheung So, Abdelhak M Zoubir
Published: 202610.1109/TPAMI.2025.3616607
Abstract
A common assumption in matrix completion (MC) and tensor completion (TC) is that the missing locations are sampled randomly. However, in real-world scenarios, the unobserved elements are often not arbitrarily located, and may concentrate within entir…
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