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Tensor Q-rank: new data dependent definition of tensor rank |
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| Authors: | Kong Hao Lu Canyi Lin Zhouchen |
| Affiliation: | 1.Key Lab. of Machine Perception (MOE), School of EECS, Peking University, Beijing, China ;2.Department of Electrical & Computer Engineering (ECE), Carnegie Mellon University, Pittsburgh, USA ; |
| Abstract: | Machine Learning - Recently, the $${ Tensor}~{ Nuclear}~{ Norm}~{ (TNN)}$$ regularization based on t-SVD has been widely used in various low tubal-rank tensor recovery tasks. However, these models... |
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