A Contraction Theory for Sinkhorn and Schrodinger Bridges via Log-Sobolev Inequalities

Pierre Del Moral

We develop a quantitative contraction framework for Schrodinger and Sinkhorn bridges based on transportation-cost inequalities and Riccati matrix difference equations. Our approach…