Constrained Optimization with Compressed Gradients: A Dynamical Systems Perspective

Zhaoyue Xia, Jun Du, Chunxiao Jiang +2

Gradient compression is of growing interests for solving constrained optimization problems including compressed sensing, noisy recovery and matrix completion under limited communic…