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A Survey on Data Markets
Data is the new oil of the 21st century. The growing trend of trading data for greater welfare
has led to the emergence of data markets. A data market is any mechanism whereby the …
has led to the emergence of data markets. A data market is any mechanism whereby the …
When Data Pricing Meets Non-Cooperative Game Theory
Driven by the growing field of data intelligence, data market emerges as a promising
paradigm for data exchange, enabling the full utilization of data. Data pricing is an essential …
paradigm for data exchange, enabling the full utilization of data. Data pricing is an essential …
On the theoretical foundations of data exchange economies
The immense success of ML systems relies heavily on large-scale, high-quality data. The
high demand for data has led to many paradigms that involve selling, exchanging, and …
high demand for data has led to many paradigms that involve selling, exchanging, and …
Strategic Classification With Externalities
We propose a new variant of the strategic classification problem: a principal reveals a
classifier, and $ n $ agents report their (possibly manipulated) features to be classified …
classifier, and $ n $ agents report their (possibly manipulated) features to be classified …
[PDF][PDF] Algorithmic Solutions for Fairness and Efficiency in Allocation and Data Exchange Problems
A Murhekar - mail.aniket2.web.illinois.edu
Algorithmic decision-making is prevalent in today's world and is being increasingly used to
address a wide range of societal and industrial challenges. These challenges range from …
address a wide range of societal and industrial challenges. These challenges range from …