Topologically penalized regression on manifolds

Olympio Hacquard, Krishnakumar Balasubramanian, Gilles Blanchard +2

We study a regression problem on a compact manifold M. In order to take advantage of the underlying geometry and topology of the data, the regression task is performed on the basis…