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As computational agents are developed for increasingly complicated e-commerce applications, the complexity of the decisions they face demands advances in artificial intelligence techniques. For example, an agent representing a seller in an…

人工智能 · 计算机科学 2017-01-08 W. P. Birmingham , E. H. Durfee , S. Park

We study the problem of fair online resource allocation via non-monetary mechanisms, where multiple agents repeatedly share a resource without monetary transfers. Previous work has shown that every agent can guarantee $1/2$ of their ideal…

计算机科学与博弈论 · 计算机科学 2025-05-27 David X. Lin , Daniel Hall , Giannis Fikioris , Siddhartha Banerjee , Éva Tardos

We investigate approximately optimal mechanisms in settings where bidders' utility functions are non-linear; specifically, convex, with respect to payments (such settings arise, for instance, in procurement auctions for energy). We provide…

计算机科学与博弈论 · 计算机科学 2017-02-23 Amy Greenwald , Takehiro Oyakawa , Vasilis Syrgkanis

Recent work has constructed economic mechanisms that are both truthful and differentially private. In these mechanisms, privacy is treated separately from the truthfulness; it is not incorporated in players' utility functions (and doing so…

计算机科学与博弈论 · 计算机科学 2012-11-14 Yiling Chen , Stephen Chong , Ian A. Kash , Tal Moran , Salil Vadhan

Strategy-proof mechanisms are widely used in market design. In an abstract allocation framework where outside options are available to agents, we obtain two results for strategy-proof mechanisms. They provide a unified foundation for…

理论经济学 · 经济学 2021-01-05 Jun Zhang

In the standard single-dimensional model of position auctions, bidders agree on the relative values of the positions and each of them submits a single bid that is interpreted in terms of these values. Motivated by current practice in…

计算机科学与博弈论 · 计算机科学 2018-06-22 Paul Dütting , Felix Fischer , David C. Parkes

Federated learning makes it possible for all parties with data isolation to train the model collaboratively and efficiently while satisfying privacy protection. To obtain a high-quality model, an incentive mechanism is necessary to motivate…

计算机科学与博弈论 · 计算机科学 2022-05-18 Jingwen Zhang , Yuezhou Wu , Rong Pan

In a seminal paper, McAfee (1992) presented a truthful mechanism for double auctions, attaining asymptotically-optimal gain-from-trade without any prior information on the valuations of the traders. McAfee's mechanism handles…

计算机科学与博弈论 · 计算机科学 2017-12-20 Erel Segal-Halevi , Avinatan Hassidim , Yonatan Aumann

We study individual rational, Pareto optimal, and incentive compatible mechanisms for auctions with heterogeneous items and budget limits. For multi-dimensional valuations we show that there can be no deterministic mechanism with these…

计算机科学与博弈论 · 计算机科学 2012-10-01 Paul Duetting , Monika Henzinger , Martin Starnberger

We present different versions of a conjecture which would express that first price mechanisms never work very badly in a very general class of problems. The definitions include most of the problems where there is a principal (seller) who…

经济学 · 定量金融 2015-09-01 Endre Csóka

We study the problem of allocating homogeneous and indivisible objects among agents with money. In particular, we investigate the relationship between egalitarian-equivalence (Pazner and Schmeidler, 1978), as a fairness concept, and…

理论经济学 · 经济学 2025-07-15 Hinata Kurashita , Ryosuke Sakai

We propose a pseudo-market solution to resource allocation problems subject to constraints. Our treatment of constraints is general: including bihierarchical constraints due to considerations of diversity in school choice, or scheduling in…

理论经济学 · 经济学 2020-11-09 Federico Echenique , Antonio Miralles , Jun Zhang

We consider the problem of allocating heterogeneous and indivisible goods among strategic agents, with preferences over subsets of goods, when there is no medium of exchange. This model captures the well studied problem of fair allocation…

计算机科学与博弈论 · 计算机科学 2026-04-27 Moshe Babaioff , Noam Manaker Morag

We study the design of mechanisms -- e.g., auctions -- when the designer does not control information flows between mechanism participants. A mechanism equilibrium is leakage-proof if no player conditions their actions on leaked…

理论经济学 · 经济学 2025-11-04 Samuel Häfner , Marek Pycia , Haoyuan Zeng

We consider two risk-averse financial agents who negotiate the price of an illiquid indivisible contingent claim in an incomplete semimartingale market environment. Under the assumption that the agents are exponential utility maximizers…

证券定价 · 定量金融 2008-12-02 Michail Anthropelos , Gordan Zitkovic

We consider a problem where agents have private positions on a line, and public approval preferences over two facilities, and their cost is the maximum distance from their approved facilities. The goal is to decide the facility locations to…

计算机科学与博弈论 · 计算机科学 2023-12-19 Mohammad Lotfi , Alexandros A. Voudouris

We consider the question of whether collusion among bidders (a "bidding ring") can be supported in equilibrium of unrepeated first-price auctions. Unlike previous work on the topic such as that by McAfee and McMillan [1992] and Marshall and…

计算机科学与博弈论 · 计算机科学 2016-08-31 Kevin Leyton-Brown , Moshe Tennenholtz , Navin Bhat , Yoav Shoham

Formal verification of multi-agent systems is hard, both theoretically and in practice. In particular, studies that use a single verification technique typically show limited efficiency, and allow to verify only toy examples. Here, we…

This paper studies how insurers can chose which claims to investigate for fraud. Given a prediction model, typically only claims with the highest predicted propability of being fraudulent are investigated. We argue that this can lead to…

机器学习 · 统计学 2025-09-24 Christos Revelas , Otilia Boldea , Bas J. M. Werker

We consider the fundamental problem of designing a truthful single-item auction with the challenging objective of extracting a large fraction of the highest agent valuation as revenue. Following a recent trend in algorithm design, we assume…

计算机科学与博弈论 · 计算机科学 2024-01-25 Ioannis Caragiannis , Georgios Kalantzis