Scalable Unsupervised Segmentation via Random Fourier Feature-based Gaussian Process

Issei Saito, Masatoshi Nagano, Tomoaki Nakamura +2

In this paper, we propose RFF-GP-HSMM, a fast unsupervised time-series segmentation method that incorporates random Fourier features (RFF) to address the high computational cost of…