Simone Di Marino

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math.OC2025

Inexact JKO and proximal-gradient algorithms in the Wasserstein space

Simone Di Marino, Emanuele Naldi, Silvia Villa

This paper studies the convergence properties of the inexact Jordan-Kinderlehrer-Otto (JKO) scheme and proximal-gradient algorithm in the context of Wasserstein spaces. The JKO sch…

math.OC2025

$C^{1, α}$ -regularity for Schrödinger potentials of Shannon-entropy regularized Optimal Transport

Sumiya Baasandorj, Simone Di Marino, Augusto Gerolin

We provide the stability of $C^{1, α}$ regularity of Schrödinger potentials of Boltzmann-Shannon entropy regularized Optimal Transport under the classical assumption of marginals su…

Inexact JKO and proximal-gradient algorithms in the Wasserstein space

C1,α-regularity for Schrödinger potentials of Shannon-entropy regularized Optimal Transport

$C^{1, α}$ -regularity for Schrödinger potentials of Shannon-entropy regularized Optimal Transport