ScaledGD
Scaled Gradient Descent for Low-rank Matrix and Tensor Estimation
Install / Use
/learn @Titan-Tong/ScaledGDREADME
ScaledGD
This project implements Scaled Gradient Descent for low-rank matrix estimations Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent,
Scaled Subgradient Method for robust low-rank matrix estimations Low-Rank Matrix Recovery with Scaled Subgradient Methods: Fast and Robust Convergence Without the Condition Number,
and low-rank tensor estimations described in Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements.
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