Kyle Gilman

Online Tensor Completion and Free Submodule Tracking With The T-SVD

We propose a new online algorithm, called TOUCAN, for the tensor completion problem of imputing missing entries of a low tubal-rank tensor using the tensor-tensor product (t- product) and tensor singular value decomposition (t-SVD) algebraic framework. We also demonstrate TOUCAN's ability to track c…