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cs.LG2022★ 1 cited
Bayesian Robust Tensor Ring Model for Incomplete Multiway Data
Zhenhao Huang, Yuning Qiu, Xinqi Chen +2
Robust tensor completion (RTC) aims to recover a low-rank tensor from its incomplete observation with outlier corruption. The recently proposed tensor ring (TR) model has demonstra…
cs.LG2021★ 40 cited
Efficient Tensor Robust PCA under Hybrid Model of Tucker and Tensor Train
Yuning Qiu, Guoxu Zhou, Zhenhao Huang +2
Tensor robust principal component analysis (TRPCA) is a fundamental model in machine learning and computer vision. Recently, tensor train (TT) decomposition has been verified effec…