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In this paper, we extend some recent results from nuclear norm minimization to Schatten p-norm minimization and present a theoretical guarantee for the Schatten p-norm minimization if a certain restricted isometry property holds for the linear affine transform.
The above inequality has been extended to the p norm ((pge 1)) in [15].
We propose a modified P-norm correction method to overcome the limitation of conventional P-norm methods by employing the lower bound P-norm stress curve.
For each layer, the basis vector maximizes a p-norm measure of sparsity.
A p-norm stress functional is used to aggregate stresses in a single constraint.
The p-norm stress aggregation scheme is adopted for the measure of global stress level.
The minimum of each instability constraint is then estimated with separate differentiable negative p-norm functions.
where ||·|| p denotes the p-norm.
This allows a generalized p-norm.
For 1 ≤ p < ∝, the Schatten p-norm is defined as.
Shorter Version: Ranking with a P-Norm Push and its (bib), COLT, 2006.
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