Curriculum Learning as Transport: Understanding Curricula with Wasserstein Geodesics

Changho Shin, David Alvarez-Melis

Curriculum learning is governed by several coupled design choices---how difficulty is defined, how examples are ordered, how much exposure each level receives, and how quickly trai…