Bi-SEP achieves optimal linear sample complexity for sparse CCA under power-law decay by exploiting synergistic energy concentration between the two views.
Sparse canonical correla- tion analysis with application to genomic data integration
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Beyond the Flat-Spike: Adaptive Sparse CCA for Decaying and Unbalanced Signals
Bi-SEP achieves optimal linear sample complexity for sparse CCA under power-law decay by exploiting synergistic energy concentration between the two views.