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cs.GT2025
The Cost of Balanced Training-Data Production in an Online Data Market
Augustin Chaintreau, Roland Maio, Juba Ziani
Many ethical issues in machine learning are connected to the training data. Online data markets are an important source of training data, facilitating both production and distribut…
cs.GT2020
Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness
Jessie Finocchiaro, Roland Maio, Faidra Monachou +4
Decision-making systems increasingly orchestrate our world: how to intervene on the algorithmic components to build fair and equitable systems is therefore a question of utmost imp…