2021
Making transport more robust and interpretable by moving data through a small number of anchor points
ICML 2021spotlight
Optimal transport (OT) is a widely used technique for distribution alignment, with applications throughout the machine learning, graphics, and vision communities. Without any additional structural assumptions on transport, however, OT can be fragile to outliers or noise, especially in high dimension…