A differentiability framework for zigzag persistent homology via linear interpolation

Enrico Maria Ferrari, Clemens Bannwart, Matteo Biagetti

Persistent homology can be differentiated and incorporated into learning pipelines, but no analogous framework exists for zigzag persistence, which is needed when the underlying to…