Linear Convergence of Gradient Descent for Quadratically Regularized Optimal Transport

Alberto González-Sanz, Marcel Nutz, Andrés Riveros Valdevenito

In optimal transport, quadratic regularization is an alternative to entropic regularization when sparse couplings or small regularization parameters are desired. Quadratic regulari…