Differentiable Segmentation of Sequences

Erik Scharwächter, Jonathan Lennartz, Emmanuel Müller

Segmented models are widely used to describe non-stationary sequential data with discrete change points. Their estimation usually requires solving a mixed discrete-continuous optim…