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Tensor p-shrinkage nuclear norm for low-rank tensor completion

cs.LG · 2019-07-09 · unverdicted · novelty 6.0

A new p-TNN is defined via t-SVD that better approximates tensor average rank than nuclear norm for p<1, yielding an LRTC model with error bounds, momentum-accelerated solver, and global convergence under smoothness.

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  • Tensor p-shrinkage nuclear norm for low-rank tensor completion cs.LG · 2019-07-09 · unverdicted · none · ref 23

    A new p-TNN is defined via t-SVD that better approximates tensor average rank than nuclear norm for p<1, yielding an LRTC model with error bounds, momentum-accelerated solver, and global convergence under smoothness.