It’s really a more fundamental thing. There have been some papers maximising MI, e.g. Devon Hjelm (@erroneus) has https://arxiv.org/abs/1808.06670 37 and  https://github.com/rdevon/DIM 64 (last I looked, it didn’t run out of the box, though).
Best regards
Thomas