FastGradient

This Matlab implements for Low-Rank Estimations.

• Folder demo-matrix includes codes for Low-Rank Matrix Estimation via projected gradient descent.

  • corresponding to the paper "Fast gradient method for Low-Rank Matrix Estimation".

• Folder demo-ScaledGD includes codes for Low-Rank Matrix Estimation via scaled gradient descent.

  • corresponding to the paper "Local Linear Convergence Rate of Scaled Gradient Descent for Low-rank Matrix Estimation".

• Folder fig stores the image results after running the program, including .eps format and .png format.

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Copyright (C) 2022~2023

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