VI Bogachev - Uspekhi Matematicheskikh Nauk, 2022 - mathnet.ru
VI Bogachev, “Kantorovich problem of optimal transportation of measures: new directions of research”, Uspekhi Mat. Nauk, 77:5(467) (2022), 3–52; Russian Math. Surveys, 77:5 (2022) …
Wasserstein distance induces a natural Riemannian structure for the probabilities on the Euclidean space. This insight of classical transport theory is fundamental for tremendous …
M Beiglböck, G Pammer, A Posch - arXiv preprint arXiv:2312.16515, 2023 - arxiv.org
A basic and natural coupling between two probabilities on $\mathbb R^ N $ is given by the Knothe-Rosenblatt coupling. It represents a multiperiod extension of the quantile coupling …
M Beiglböck, S Pflügl, S Schrott - arXiv preprint arXiv:2406.19810, 2024 - arxiv.org
Causal optimal transport and adapted Wasserstein distance have applications in different fields from optimization to mathematical finance and machine learning. The goal of this …
D Kršek, G Pammer - arXiv preprint arXiv:2401.11958, 2024 - arxiv.org
We investigate duality and existence of dual optimizers for several adapted optimal transport problems under minimal assumptions. This includes the causal and bicausal transport, the …
J Hölzermann - Annals of Operations Research, 2024 - Springer
In this paper, we study the pricing of contracts in fixed income markets under volatility uncertainty in the sense of Knightian uncertainty or model uncertainty. The starting point is …
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 couplings …
VI Bogachev, AV Rezbaev - Mathematical Notes, 2022 - Springer
We study the existence of solutions to the Kantorovich optimal transportation problem with a nonlinear cost functional generated by a cost function depending on the transport plan. We …