It's concerned with the methodologies of Wasserstein distance calculation.
There are some ways to calculate Wasserstein distance, such as
As the original Optimal Transport is too hard to solve, those methodologies get feasible thanks for approximations. In this way, the efficiency, the accuracy and the trade-off between them do matter.
- Which one is the most reasonable way?
- Is there any paper which has already investigated such an issue?