Denis Suchkov

Tight Bounds for Schrodinger Potential Estimation in Unpaired Data Translation

Modern methods of generative modelling and unpaired data translation based on Schrodinger bridges and stochastic optimal control theory aim to transform an initial density to a target one in an optimal way. In the present paper, we assume that we only have access to i.i.d. samples from initial and f…