Diego González-Sánchez

Optimal transport with $f$-divergence regularization and generalized Sinkhorn algorithm

Entropic regularization provides a generalization of the original optimal transport problem. It introduces a penalty term defined by the Kullback-Leibler divergence, making the problem more tractable via the celebrated Sinkhorn algorithm. Replacing the Kullback-Leibler divergence with a general $f$-…