[其他] ICML-Dual Principal Component Pursuit for Robust Subspace Learning Theory a ... [推广有奖]

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发表于 2025-8-10 16:12:41 |AI写论文

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Dual Principal Component Pursuit for Robust Subspace Learning:
      Theory and Algorithms for a Holistic Approach

            Tianyu Ding 1 Zhihui Zhu 2 Rene Vidal 3 Daniel P. Robinson 4

         Abstract                outliers and noise. Unlike inliers, which exactly lie in the
The Dual Principal Component Pursuit (DPCP)       subspace, outliers are far from the subspace and do not ex-
method has been proposed to robustly recover       hibit linear structure. Noise i ...