Ananyapam De

Variational Inference for Uncertain Optimal Transport via Sinkhorn Parametrization

Optimal Transport (OT) traditionally relies on a fixed ground cost to produce a single deterministic transport plan—a practice that overlooks the inherent variability and noise in real-world data. While recent sampling based approaches of OT offer a principled way to quantify this uncertainty, these…