A case study on stochastic games on large graphs in mean field and sparse regimes

D Lacker, A Soret - Mathematics of Operations Research, 2022 - pubsonline.informs.org
We study a class of linear-quadratic stochastic differential games in which each player
interacts directly only with its nearest neighbors in a given graph. We find a semiexplicit …

[PDF][PDF] Dynamic clearing and contagion in financial networks

T Banerjee, A Bernstein, Z Feinstein - arXiv preprint arXiv …, 2018 - researchgate.net
In this paper we will consider a generalized extension of the Eisenberg-Noe model of
financial contagion to allow for time dynamics in both discrete and continuous time …

Financial network and systemic risk—a dynamic model

H Chen, T Wang, DD Yao - Production and Operations …, 2021 - journals.sagepub.com
We develop a dynamic model to study the systemic risk of the banking network, so as to
study the dynamics of bank defaults. In contrast to the existing literature, we show that while …

Allocating stimulus checks in times of crisis

M Papachristou, J Kleinberg - Proceedings of the ACM Web Conference …, 2022 - dl.acm.org
We study the problem of financial assistance (bailouts, stimulus payments, or subsidy
allocations) in a network where individuals experience income shocks. These questions are …

The multiplex nature of global financial contagions

RM del Rio-Chanona, Y Korniyenko, M Patnam… - Applied Network …, 2020 - Springer
As illustrated by the 2008 global financial crisis, the financial distress of one country can
trigger financial distress in other countries. We examine the problem of identifying such …

Privacy-preserving network analytics

M Hastings, BH Falk, G Tsoukalas - Management Science, 2023 - pubsonline.informs.org
We develop a new privacy-preserving framework for a general class of financial network
models, leveraging cryptographic principles from secure multiparty computation and …

Dynamic Interventions for Networked Contagions

M Papachristou, S Banerjee, J Kleinberg - Proceedings of the ACM Web …, 2023 - dl.acm.org
We study the problem of designing dynamic intervention policies for minimizing cascading
failures in online financial networks, as well we more general demand-supply networks …

Finite-Agent Stochastic Differential Games on Large Graphs: I. The Linear-Quadratic Case

R Hu, J Long, H Zhou - arXiv preprint arXiv:2406.09523, 2024 - arxiv.org
In this paper, we study finite-agent linear-quadratic games on graphs. Specifically, we
propose a comprehensive framework that extends the existing literature by incorporating …

Mean field games with heterogeneous groups: Application to banking systems

LH Sun - Journal of Optimization Theory and Applications, 2022 - Springer
We study the system of heterogeneous lending and borrowing based on the relative
average of log-capitalization given by the linear combination of the average within groups …

Partial Information Breeds Systemic Risk

YJ Huang, LH Sun - arXiv preprint arXiv:2312.04045, 2023 - arxiv.org
This paper considers finitely many investors who perform mean-variance portfolio selection
under a relative performance criterion. That is, each investor is concerned about not only her …