Hankel low-rank approximation and completion in time series analysis and forecasting: a brief review

J Gillard, K Usevich - arXiv preprint arXiv:2206.05103, 2022 - arxiv.org
In this paper we offer a review and bibliography of work on Hankel low-rank approximation
and completion, with particular emphasis on how this methodology can be used for time …

Robust Structured and Unstructured Low-Rank Approximation on the Grassmannian

COB Hage - 2017 - mediatum.ub.tum.de
The thesis deals with low-rank approximation methods for static and temporally evolving
subspaces and for additional linear structural constraints, assuming a low-rank-and-sparse …