Local and Global Convergence of General Burer-Monteiro Tensor Optimizations

Shuang Li, Qiuwei Li

Tensor optimization is crucial to massive machine learning and signal processing tasks. In this paper, we consider tensor optimization with a convex and well-conditioned objective…