Stay on path: PCA along graph paths

Megasthenis Asteris, Anastasios Kyrillidis, Alexandros G. Dimakis +2

We introduce a variant of (sparse) PCA in which the set of feasible support sets is determined by a graph. In particular, we consider the following setting: given a directed acycli…