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During recent decades, there has been a substantial development in optimal mass transport theory and methods. In this work, we consider multi-marginal problems wherein only partial information of each marginal is available, which is a setup…

信号处理 · 电气工程与系统科学 2019-05-13 Filip Elvander , Isabel Haasler , Andreas Jakobsson , Johan Karlsson

For a family of probability spaces $\{(X_k,\mathcal{B}_{X_k},\mu_k)\}_{k=1}^N$ and a cost function $c: X_1\times\cdots\times X_N\to \mathbb{R}$ we consider the Monge-Kantorovich problem \begin{align*}\tag{MK}\label{MONKANT}…

最优化与控制 · 数学 2024-04-23 Mohammad Ali Ahmadpoor , Abbas Moameni

Given $N$ absolutely continuous probabilities $\rho_1, \dotsc, \rho_N$ over $\mathbb{R}^d$ which have Sobolev regularity, and given a transport plan $P$ with marginals $\rho_1, \dotsc, \rho_N$, we provide a universal technique to…

最优化与控制 · 数学 2020-06-24 Ugo Bindini

In this article we revisit the weak optimal transport (WOT) problem, introduced by Gozlan, Roberto, Samson and Tetali (2017). We work on the real line, with barycentric cost functions, and as our first result give the following…

概率论 · 数学 2024-07-19 Erhan Bayraktar , Dominykas Norgilas

We study the problem of maximizing a spectral risk measure of a given output function which depends on several underlying variables, whose individual distributions are known but whose joint distribution is not. We establish and exploit an…

最优化与控制 · 数学 2022-11-16 Hamza Ennaji , Quentin Mérigot , Luca Nenna , Brendan Pass

We develop a non-anticipating calculus of variations for functionals on a space of laws of continuous semi-martingales, which extends the classical one. We extend Hamilton's least action principle and Noether's theorem to this generalized…

概率论 · 数学 2015-01-22 Ana Bela Cruzeiro , Rémi Lassalle

We give a new proof of the fact that the complement of the complexification of a real hyperplane arrangement is homotopy equivalent to the Salvetti complex of the associated oriented matroid. Our proof involves no choices, is relatively…

组合数学 · 数学 2025-07-10 Galen Dorpalen-Barry , Dan Dugger , Nicholas Proudfoot

The present paper is devoted to a systematic study of the $p$-Brownian convergence introduced in \cite{boudabra2026stability} (in press) to study the stability of the planar Skorokhod embedding problem \cite{gross2019,Boudabra2020}. The…

概率论 · 数学 2026-05-26 Maher Boudabra

We prove the existence of an optimal feedback controller for a stochastic optimization problem constituted by a variation of the Heston model, where a stochastic input process is added in order to minimize a given performance criterion. The…

最优化与控制 · 数学 2018-04-30 Viorel Barbu , Chiara Benazzoli , Luca Di Persio

In this paper we consider the three-dimensional compressible MHD system with stochastic external forces in a bounded domain. We obtain the existence of martingale solution which is a weak solution for the fluid variables, the Brownian…

偏微分方程分析 · 数学 2024-09-19 Huaqiao Wang

We study optimal Markovian couplings of Markov processes, where the optimality is understood in terms of minimization of concave transport costs between the time-marginal distributions of the coupled processes. We provide explicit…

概率论 · 数学 2022-10-21 Wilfrid S. Kendall , Mateusz B. Majka , Aleksandar Mijatović

A univariate continuous function can always be decomposed as the sum of a non-increasing function and a non-decreasing one. Based on this property, we propose a non-parametric regression method that combines two spline-fitted monotone…

统计方法学 · 统计学 2024-04-11 Lijun Wang , Xiaodan Fan , Hongyu Zhao , Jun S. Liu

We solve the martingale optimal transport problem for cost functionals represented by optimal stopping problems. The measure-valued martingale approach developed in ArXiv: 1507.02651 allows us to obtain an equivalent infinite-dimensional…

概率论 · 数学 2017-11-27 Erhan Bayraktar , Alexander Cox , Yavor Stoev

In [S. Basu, A. Gabrielov, N. Vorobjov, Semi-monotone sets. arXiv:1004.5047v2 (2011)] we defined semi-monotone sets, as open bounded sets, definable in an o-minimal structure over the reals, and having connected intersections with all…

逻辑 · 数学 2013-04-10 Saugata Basu , Andrei Gabrielov , Nicolai Vorobjov

We give a theory of sublinear expectations and martingales in discrete time. Without assuming the existence of a dominating probability measure, we derive the extensions of classical results on uniform integrability, optional stopping of…

概率论 · 数学 2011-04-29 Samuel Cohen , Shaolin Ji , Shige Peng

We present a theory of backward stochastic differential equations in continuous time with an arbitrary filtered probability space. No assumptions are made regarding the left continuity of the filtration, of the predictable quadratic…

概率论 · 数学 2012-10-15 Samuel N. Cohen , Robert J. Elliott

We construct new examples of Monge-Amp\`{e}re metrics with polyhedral singular structures, motivated by problems related to the optimal transport of point masses and to mirror symmetry. We also analyze the stability of the singular…

偏微分方程分析 · 数学 2022-04-26 Connor Mooney , Arghya Rakshit

We establish a generalization of Noether theorem for stochastic optimal control problems. Exploiting the tools of jet bundles and contact geometry, we prove that from any (contact) symmetry of the Hamilton-Jacobi-Bellman equation associated…

最优化与控制 · 数学 2021-05-04 Francesco C. De Vecchi , Elisa Mastrogiacomo , Mattia Turra , Stefania Ugolini

We introduce a method for proving almost sure termination in the context of lambda calculus with continuous random sampling and explicit recursion, based on ranking supermartingales. This result is extended in three ways. Antitone ranking…

编程语言 · 计算机科学 2021-05-04 Andrew Kenyon-Roberts , Luke Ong

It is known the Girsanov exponent $\mathfrak{z}_t$, being solution of Doleans-Dade equation $ \mathfrak{z_t}=1+\int_0^t\alpha(\omega,s)dB_s $ generated by Brownian motion $B_t$ and a random process $\alpha(\omega,t)$ with…

概率论 · 数学 2009-12-07 R. Liptser
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