Cassandra Burdziak

Wasserstein Wormhole: Scalable Optimal Transport Distance with Transformer

Optimal transport (OT) and the related Wasserstein metric ($W$) are powerful and ubiquitous tools for comparing distributions. However, computing pairwise Wasserstein distances rapidly becomes intractable as cohort size grows. An attractive alternative would be to find an embedding space in which pa…