Erin Tripp

Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion

Tensors, which provide a powerful and flexible model for representing multi-attribute data and multi-way interactions, play an indispensable role in modern data science across various fields in science and engineering. A fundamental task is tensor completion, which aims to faithfully recover the ten…