S. Vavasis

activity

20032025

most citedFast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization

269 citations · 551 across the 43 of their papers we have counts for

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Showing 2015 · cs.LGShow all

1 paper · 2 filters

cs.LG2015★ 33 cited

On the Complexity of Robust PCA and $ℓ_{1}$ -norm Low-Rank Matrix Approximation

Nicolas Gillis, Stephen A. Vavasis

The low-rank matrix approximation problem with respect to the component-wise $ℓ_{1}$ -norm ( $ℓ_{1}$ -LRA), which is closely related to robust principal component analysis (PCA), ha…

On the Complexity of Robust PCA and ℓ1​-norm Low-Rank Matrix Approximation

On the Complexity of Robust PCA and $ℓ_{1}$ -norm Low-Rank Matrix Approximation