The economics of social data

D Bergemann, A Bonatti, T Gan - The RAND Journal of …, 2022 - Wiley Online Library
A data intermediary acquires signals from individual consumers regarding their preferences.
The intermediary resells the information in a product market wherein firms and consumers …

Rewarding high-quality data via influence functions

A Richardson, A Filos-Ratsikas, B Faltings - arXiv preprint arXiv …, 2019 - arxiv.org
We consider a crowdsourcing data acquisition scenario, such as federated learning, where
a Center collects data points from a set of rational Agents, with the aim of training a model …

Linear regression from strategic data sources

N Gast, S Ioannidis, P Loiseau… - ACM Transactions on …, 2020 - dl.acm.org
Linear regression is a fundamental building block of statistical data analysis. It amounts to
estimating the parameters of a linear model that maps input features to corresponding …

Strategic Information Design in Quadratic Multidimensional Persuasion Games with Two Senders

RK Velicheti, M Bastopcu… - 2023 American Control …, 2023 - ieeexplore.ieee.org
In the classical communication setting, multiple senders having access to the same source
of information and transmitting it over channel (s) to a receiver, in general, leads to a …

Learning market equilibria using performative prediction: Balancing efficiency and privacy

R Taisant, M Datar, H Le Cadre… - 2023 European Control …, 2023 - ieeexplore.ieee.org
We consider a peer-to-peer electricity market modeled as a network game, where End Users
(EUs) minimize their cost by computing their demand and generation while satisfying a set of …

Data and competitive markets: Some notes on competition, concentration and welfare

A Osório - The BE Journal of Theoretical Economics, 2023 - degruyter.com
Companies are increasingly using data to predict behavior and improve the relation with
their customers. In this context, data exchange raises important concerns regarding …

Asymptotic Degradation of Linear Regression Estimates with Strategic Data Sources

B Roussillon, N Gast, P Loiseau… - International …, 2022 - proceedings.mlr.press
We consider the problem of linear regression from strategic data sources with a public good
component, ie, when data is provided by strategic agents who seek to minimize an …

Designing a business model classification framework for health data marketplaces

F Mohammadnezhad Chari… - Quarterly journal of …, 2024 - jtd.iranjournals.ir
Data marketplaces are the digital platforms on which data providers and buyers exchange
data and the marketplace supports the security of transactions and also ensures the …

[PDF][PDF] Balancing Efficiency and Privacy in a Decision-Dependent Network Game

R Taisant, M Datar, H Le Cadre, E Altman - PGMO Days, 2022 - inria.hal.science
Balancing Efficiency and Privacy in a Decision-Dependent Network Game Page 1 HAL Id:
hal-03925261 https://inria.hal.science/hal-03925261 Submitted on 5 Jan 2023 HAL is a …

Learning Market Equilibria Preserving Statistical Privacy Using Performative Prediction

H Le Cadre, M Datar, M Guckert, E Altman - 2023 - inria.hal.science
We consider a peer-to-peer electricity market modeled as a network game, where End Users
(EUs) minimize their cost by computing their demand and generation while satisfying a set of …