Subspace Change-Point Detection via Low-Rank Matrix Factorisation

Euan Thomas McGonigle, Hankui Peng

Multivariate time series can often have a large number of dimensions, whether it is due to the vast amount of collected features or due to how the data sources are processed. Frequ…