Statistical Analysis of the Sinkhorn Iterations for Two-Sample Schrödinger Bridge Estimation

Ibuki Maeda, Rentian Yao, Atsushi Nitanda

The Schrödinger bridge problem seeks the optimal stochastic process that connects two given probability distributions with minimal energy modification. While the Sinkhorn algorithm…