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We derive explicitly the adapted 2-Wasserstein distance between arbitrary non-degenerate Gaussian distributions on RN and characterize the optimal bicausal coupling (s). This leads to an adapted version of the Bures-Wasserstein distance on the space of positive definite matrices.
Gunasingam et al. (Tue,) studied this question.