Ordinary Differential Equation for Entropic Optimal Transport and Its Linearly Constrained Variants

Solutions to the entropically regularized optimal transport problem can be characterized by a well-posed ordinary differential equation (ODE). This ODE-based approach provides a new numerical method to solve the optimal transport problem and allows for the computation of derivatives of the optimal cost in the fully regularized limit.