🏢 School of Mathematics and Statistics, Xidian University
Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing
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Machine Learning
Optimization
🏢 School of Mathematics and Statistics, Xidian University
A globally Q-linearly converging Gauss-Newton method (AGN) is introduced for overparameterized non-convex low-rank matrix sensing, significantly improving convergence compared to existing gradient des…