Tensor-Based Sketching Method for the Low-Rank Approximation of Data Streams

Cuiyu Liu, Chuanfu Xiao, Mingshuo Ding +1

Low-rank approximation in data streams is a fundamental and significant task in computing science, machine learning and statistics. Multiple streaming algorithms have emerged over…