Before revision:  ( 4 ) An approximate version of HTPGM which relies on mutual information to prune unpromising time series, and thus significantly reduce the search space.
After revision:  ( 3 ) An approximate version of HTPGM which relies on mutual information to prune unpromising time series, and thus significantly reduce the search space.