Sliced Wasserstein Sketches with Error Certificates

Elaheh Akbari, James Liu, Keaton Hamm +1

Compact representations that support geometrically meaningful comparisons are valuable for learning from probability distributions. We study optimal, free-weight $M$-atom quantizat…