Limits of random walks with distributionally robust transition probabilities
From MaRDI portal
Publication:2064848
DOI10.1214/21-ECP393zbMath1495.60035arXiv2007.08815OpenAlexW3162006285MaRDI QIDQ2064848
Daniel Bartl, Stephan Eckstein, Michael Kupper
Publication date: 6 January 2022
Published in: Electronic Communications in Probability (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2007.08815
Processes with independent increments; Lévy processes (60G51) Sums of independent random variables; random walks (60G50) Semigroups of nonlinear operators (47H20)
Related Items (1)
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- On a problem of optimal transport under marginal martingale constraints
- Weak approximation of \(G\)-expectations
- Exponential utility maximization under model uncertainty for unbounded endowments
- Backward stochastic differential equations with jumps and related nonlinear expectations
- Discrete time Markov chains with interval probabilities
- Jump-filtration consistent nonlinear expectations with \(\mathbb{L}^p\) domains
- Data-driven distributionally robust optimization using the Wasserstein metric: performance guarantees and tractable reformulations
- Kolmogorov-type and general extension results for nonlinear expectations
- A semigroup approach to nonlinear Lévy processes
- Machine learning approximation algorithms for high-dimensional fully nonlinear partial differential equations and second-order backward stochastic differential equations
- Quadratic BSDEs with jumps: Related nonlinear expectations
- Nonlinear Lévy processes and their characteristics
- Lévy Processes and Stochastic Calculus
- Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
- Computational aspects of robust optimized certainty equivalents and option pricing
- Robust Markov Decision Processes
- Extended Laplace principle for empirical measures of a Markov chain
- Quantifying Distributional Model Risk via Optimal Transport
- Viscosity solutions to Hamilton-Jacobi-Bellman equations associated with sublinear L\'evy(-type) processes
This page was built for publication: Limits of random walks with distributionally robust transition probabilities