Long Nguyen-Chi

Quadratically Regularized Optimal Transport: Localization Bounds and Affine Case Analysis

Quadratically regularization has emerged as a potential alternative to the popular entropic regularization in computational optimal transport, offering the theoretical advantage of producing sparse couplings through its hinge density structure. Despite recent progress in one-dimensional setting and …