Darrick Lee Affiliation, University of Pennsylvania, Path Signatures on Lie Groups
ZoomPath signatures are powerful nonparametric tools for time series analysis, shown to form a universal and characteristic feature map for Euclidean valued time series data. The theory of path signatures can be lifted…