Sidak Pal Singh
Context Mover's Distance & Barycenters: Optimal transport of contexts for building representations.
Wasserstein is all you need
We propose a unified framework for building unsupervised representations of individual objects or entities (and their compositions), by associating with each object both a distributional as well as a point estimate (vector embedding). This is made …