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IEEE Transactions on Knowledge and Data Engineering· 2015Q1

Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction

Yong Luo, Dacheng Tao, Kotagiri Ramamohanarao, Chao Xu et al.

Short summary

Tensor CCA (TCCA) generalizes Canonical Correlation Analysis to handle data with more than two views, achieving this by finding the best rank-1 approximation of the data covariance tensor via alternating least squares.

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Field: Computational Mathematics

Computational MathematicsMathematics