Before revision: In low distortion metric embeddings, the goal is to embed a host "hard" metric space into a "simpler" target space , while approximately preserving pairwise distances.
After revision: In low distortion metric embeddings, the goal is to embed a host "hard" metric space into a "simpler" target space while approximately preserving pairwise distances.