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1. AccAltProj_for_RPCA AccAltProj_for_RPCA Public

   Accelerated Alternating Projections for Robust Principal Component Analysis

   MATLAB 20 8

2. ZORO ZORO Public

   Zeroth-Order Regularized Optimization (ZORO): Approximately Sparse Gradients and Adaptive Sampling

   Python 9 6

3. IRCUR IRCUR Public

   Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation

   MATLAB 5 2

4. Modewise_Tensor_Decomp Modewise_Tensor_Decomp Public

   Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions

   MATLAB 5 1

5. LRPCA LRPCA Public

   Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection

   Python 25 4

6. HSGD HSGD Public

   Structured Gradient Descent for Fast Robust Low-Rank Hankel Matrix Completion

   MATLAB 2 1