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math.PR2026

Existence of Bass martingales and the martingale BenamouBrenier problem in

Julio Backhoff-Veraguas, Mathias Beiglböck, Walter Schachermayer +1

In classical optimal transport, the contributions of BenamouBrenier and McCann regarding the time-dependent version of the problem are cornerstones of the field and form the bas…

math.PR2026

Bridging classical and martingale Schrödinger bridges

Julio Backhoff, Mathias Beiglböck, Giorgia Bifronte +1

We investigate the martingale Schrödinger bridge, recently introduced by Nutz and Wiesel as a distinguished martingale transport plan between two probability measures in convex or…

math.PR2025

A Brenier Theorem on and Applications to Adapted Transport

Mathias Beiglböck, Gudmund Pammer, Stefan Schrott

We develop Brenier theorems on iterated Wasserstein spaces. For a separable Hilbert space and , we construct a full-support probability on $P_2^{N}(H)= P_2(... P_…

math.PR2025

Denseness of biadapted Monge mappings

Mathias Beiglböck, Gudmund Pammer, Stefan Schrott

Adapted or causal transport theory aims to extend classical optimal transport from probability measures to stochastic processes. On a technical level, the novelty is to restrict to…

math.PR2025

Strassen's theorem for biased convex order

Beatrice Acciaio, Mathias Beiglböck, Evgeny Kolosov +1

Strassen's theorem asserts that for given marginal probabilities there exists a martingale starting in and terminating in if and only if are in convex ord…

math.PR2025

The Fundamental Theorem of Weak Optimal Transport

Mathias Beiglböck, Gudmund Pammer, Lorenz Riess +1

The fundamental theorem of classical optimal transport establishes strong duality and characterizes optimizers through a complementary slackness condition. Milestones such as Breni…