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Central to privacy concerns is that firms may use consumer data to price discriminate. A common policy response is that consumers should be given control over which firms access their data and how. Since firms learn about a consumer's…

理论经济学 · 经济学 2020-08-18 S. Nageeb Ali , Greg Lewis , Shoshana Vasserman

In economics, there are many ways to describe the interaction between a "seller" and a "buyer". The most common one, with which we interact almost every day, is selling for a fixed price. This option is perfect for selling a mass product,…

综合金融 · 定量金融 2024-07-10 O. A. Malafeyev , I. E. Khomenko

A monopolist seller of multiple goods screens a buyer whose type is initially unknown to both but drawn from a commonly known distribution. The buyer privately learns about his type via a signal. We derive the seller's optimal mechanism in…

理论经济学 · 经济学 2021-05-27 Rahul Deb , Anne-Katrin Roesler

A monopolist faces a partially uninformed population of consumers, interconnected through a directed social network. In the network, the monopolist offers rewards to informed consumers (influencers) conditional on informing uninformed…

物理与社会 · 物理学 2017-10-25 Elias Carroni , Paolo Pin , Simone Righi

Content creators compete for exposure on recommendation platforms, and such strategic behavior leads to a dynamic shift over the content distribution. However, how the creators' competition impacts user welfare and how the relevance-driven…

计算机科学与博弈论 · 计算机科学 2023-05-04 Fan Yao , Chuanhao Li , Denis Nekipelov , Hongning Wang , Haifeng Xu

Auctions have been proposed as a way to provide economic incentives for primary users to dynamically allocate unused spectrum to other users in need of it. Previously proposed schemes do not take into account the fact that the power…

计算机科学与博弈论 · 计算机科学 2014-12-24 Deepan Palguna , David J. Love , Ilya Pollak

Recent empirical work demonstrates that online advertisement can exhibit bias in the delivery of ads across users even when all advertisers bid in a non-discriminatory manner. We study the design of ad auctions that, given fair bids, are…

计算机科学与博弈论 · 计算机科学 2021-12-02 Shuchi Chawla , Meena Jagadeesan

This paper studies a decentralized many-to-one matching market where preferences remain uncertain during the matching process. Institutions initiate matching by sending offers, and applicants decide whether to accept upon receiving them.…

理论经济学 · 经济学 2025-11-14 Yu-Ting Ho

Collaborative learning techniques have significantly advanced in recent years, enabling private model training across multiple organizations. Despite this opportunity, firms face a dilemma when considering data sharing with competitors --…

机器学习 · 计算机科学 2023-10-31 Nikita Tsoy , Nikola Konstantinov

We present a simple one-parameter model for spatially localised evolving agents competing for spatially localised resources. The model considers selling agents able to evolve their pricing strategy in competition for a fixed market. Despite…

物理与社会 · 物理学 2008-12-02 L. Mitchell , G. J. Ackland

Most online platforms strive to learn from interactions with users, and many engage in exploration: making potentially suboptimal choices for the sake of acquiring new information. We study the interplay between exploration and competition:…

计算机科学与博弈论 · 计算机科学 2024-10-15 Guy Aridor , Yishay Mansour , Aleksandrs Slivkins , Zhiwei Steven Wu

In uniform-price markets, suppliers compete to supply a resource to consumers, resulting in a single market price determined by their competition. For sufficient flexibility, producers and consumers prefer to commit to a function as their…

计算机科学与博弈论 · 计算机科学 2024-03-15 Abdullah Alawad , Muhammad Aneeq uz Zaman , Khaled Alshehri , Tamer Başar

In many matching markets, one side "applies" to the other, and these applications are often expensive and time-consuming (e.g. students applying to college). It is tempting to think that making the application process easier should benefit…

计算机科学与博弈论 · 计算机科学 2016-12-30 S. Matthew Weinberg , James Zou

Understanding the bias-variance tradeoff in user representation learning is essential for improving recommendation quality in modern content platforms. While well studied in static settings, this tradeoff becomes significantly more complex…

计算机科学与博弈论 · 计算机科学 2026-03-03 Kang Wang , Renzhe Xu , Bo Li

Motivated by the emergence of popular service-based two-sided markets where sellers can serve multiple buyers at the same time, we formulate and study the {\em two-sided cost sharing} problem. In two-sided cost sharing, sellers incur…

计算机科学与博弈论 · 计算机科学 2021-07-14 Sreenivas Gollapudi , Kostas Kollias , Ali Shameli

I consider the monopolistic pricing of informational good. A buyer's willingness to pay for information is from inferring the unknown payoffs of actions in decision making. A monopolistic seller and the buyer each observes a private signal…

理论经济学 · 经济学 2018-10-18 Weijie Zhong

We consider a setting in which bidders participate in multiple auctions run by different sellers, and optimize their bids for the \emph{aggregate} auction. We analyze this setting by formulating a game between sellers, where a seller's…

计算机科学与博弈论 · 计算机科学 2020-01-20 Renato Paes Leme , Balasubramanian Sivan , Yifeng Teng

We study scenarios where multiple sellers of a homogeneous good compete on prices, where each seller can only sell to some subset of the buyers. Crucially, sellers cannot price-discriminate between buyers. We model the structure of the…

计算机科学与博弈论 · 计算机科学 2013-11-12 Moshe Babaioff , Brendan Lucier , Noam Nisan

We present a recommender system based on the Random Utility Model. Online shoppers are modeled as rational decision makers with limited information, and the recommendation task is formulated as the problem of optimally enriching the…

计算机科学与博弈论 · 计算机科学 2024-09-24 Benjamin Heymann , Flavian Vasile , David Rohde

In many markets buyers are poorly informed about which firms sell the product (product availability) and prices, and therefore have to spend time to obtain this information. In contrast, sellers typically have a better idea about which…

理论经济学 · 经济学 2021-10-01 Atabek Atayev