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Collaborative machine learning (CML) provides a promising paradigm for democratizing advanced technologies by enabling cost-sharing among participants. However, the potential for rent-seeking behaviors among parties can undermine such…

机器学习 · 计算机科学 2025-01-03 Bingchen Wang , Zhaoxuan Wu , Fusheng Liu , Bryan Kian Hsiang Low

Professional networks -- the social networks among people in a given line of work -- can serve as a conduit for job prospects and other opportunities. Here we propose a model for the formation of such networks and the transfer of…

计算机科学与博弈论 · 计算机科学 2024-06-28 Cynthia Dwork , Chris Hays , Jon Kleinberg , Manish Raghavan

In the contemporary digital landscape, cybersecurity has become a critical issue due to the increasing frequency and sophistication of cyber attacks. This study utilizes a non-zero-sum game theoretical framework to model the strategic…

计算机科学与博弈论 · 计算机科学 2025-05-23 Dongyoung Park , Gaby G. Dagher

This paper constructs optimal brokerage contracts for multiple (heterogeneous) clients trading a single asset whose price follows the Almgren-Chriss model. The distinctive features of this work are as follows: (i) the reservation values of…

交易与市场微观结构 · 定量金融 2022-04-13 Guillermo Alonso Alvarez , Sergey Nadtochiy , Kevin Webster

This article deals with the problem of optimal allocation of capital to corporate bonds in fixed income portfolios when there is the possibility of correlated defaults. Under fairly general assumptions for the distribution of the total net…

适应与自组织系统 · 物理学 2008-12-10 Mark B. Wise , Vineer Bhansali

This paper analyzes the equilibrium of insurance market in a dynamic setting, focusing on the interaction between insurers' underwriting and investment strategies. Three possible equilibrium outcomes are identified: a positive insurance…

理论经济学 · 经济学 2025-04-11 Bingzheng Chen , Zongxia Liang , Shunzhi Pang

We propose a novel risk matrix to characterize the optimal portfolio choice of an investor with tail concerns. The diagonal of the matrix contains the Value-at-Risk of each asset in the portfolio and the off-diagonal the pairwise…

投资组合管理 · 定量金融 2021-12-23 Christis Katsouris

We propose a type of non-cooperative game, termed multi-cluster aggregative game, which is composed of clusters as players, where each cluster consists of collaborative agents with cost functions depending on their own decisions and the…

多智能体系统 · 计算机科学 2023-05-16 Yue Chen , Peng Yi

We analyze the systemic risk for disjoint and overlapping groups (e.g., central clearing counterparties (CCP)) by proposing new models with realistic game features. Specifically, we generalize the systemic risk measure proposed in [F.…

数理金融 · 定量金融 2022-02-02 Yichen Feng , Jean-Pierre Fouque , Ruimeng Hu , Tomoyuki Ichiba

Game-theoretic analyses of distributed and peer-to-peer systems typically use the Nash equilibrium solution concept, but this explicitly excludes the possibility of strategic behavior involving more than one agent. We examine the effects of…

计算机科学与博弈论 · 计算机科学 2015-05-13 Ian A. Kash , Eric J. Friedman , Joseph Y. Halpern

We introduce a novel framework for computing optimal randomized security policies in networked domains which extends previous approaches in several ways. First, we extend previous linear programming techniques for Stackelberg security games…

计算机科学与博弈论 · 计算机科学 2012-10-19 Joshua Letchford , Yevgeniy Vorobeychik

The increasing integration of world economies, which organize in complex multilayer networks of interactions, is one of the critical factors for the global propagation of economic crises. We adopt the network science approach to quantify…

物理与社会 · 物理学 2019-01-09 Michele Starnini , Marián Boguñá , M. Ángeles Serrano

Efficient allocation and use of limited resources are fundamental to advancing collective welfare and achieving long-term societal sustainability. This challenge involves not only how policymakers distribute scarce resources among…

计算机科学与博弈论 · 计算机科学 2026-03-18 Juyi Li , Xiaoqun Wu , Qi Su

We provide a framework for detecting relevant insurance companies in a systemic risk perspective. Among the alternative methodologies for measuring systemic risk, we propose a complex network approach where insurers are linked to form a…

风险管理 · 定量金融 2020-11-24 Gian Paolo Clemente , Alessandra Cornaro

We study an optimal investment/consumption problem in a model capturing market and credit risk dependencies. Stochastic factors drive both the default intensity and the volatility of the stocks in the portfolio. We use the martingale…

数理金融 · 定量金融 2018-06-20 Lijun Bo , Agostino Capponi

In this paper, we study a strategic model of marketing and product consumption in social networks. We consider two firms in a market competing to maximize the consumption of their products. Firms have a limited budget which can be either…

计算机科学与博弈论 · 计算机科学 2015-03-05 Arastoo Fazeli , Amir Ajorlou , Ali Jadbabaie

We consider the provision of public goods on networks of strategic agents. We study different effort outcomes of these network games, namely, the Nash equilibria, Pareto efficient effort profiles, and semi-cooperative equilibria (effort…

计算机科学与博弈论 · 计算机科学 2016-05-20 Parinaz Naghizadeh , Mingyan Liu

Multi-agent contract design has largely evaluated contracts through the lens of pure Nash equilibria (PNE). This focus, however, is not without loss: In general, the principal can strictly gain by recommending a complex, possibly…

计算机科学与博弈论 · 计算机科学 2025-11-25 Paul Dütting , Tomer Ezra , Michal Feldman , Thomas Kesselheim

Risks threatening modern societies form an intricately interconnected network that often underlies crisis situations. Yet, little is known about how risk materializations in distinct domains influence each other. Here we present an approach…

计算机与社会 · 计算机科学 2016-05-03 Boleslaw K. Szymanski , Xin Lin , Andrea Asztalos , Sameet Sreenivasan

We study the role of regulatory inspections in a contract design problem in which a principal interacts separately with multiple agents. Each agent's hidden action includes a dimension that determines whether they undertake an extra costly…

计算机科学与博弈论 · 计算机科学 2023-11-07 Alireza Fallah , Michael I. Jordan
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