3 papers
econ.GN2025
Towards Replication-Robust Analytics Markets
Thomas Falconer, Jalal Kazempour, Pierre Pinson
Despite recent advancements in machine learning, in practice, relevant datasets are often distributed among market competitors who are reluctant to share. To incentivize data shari…
cs.GT2025
Selling Information in Games with Externalities
Thomas Falconer, Anubhav Ratha, Jalal Kazempour +2
A competitive market is modeled as a game of incomplete information. One player observes some payoff-relevant state and can sell (possibly noisy) messages thereof to the other, who…
cs.LG2024
Bayesian Regression Markets
Thomas Falconer, Jalal Kazempour, Pierre Pinson
Although machine learning tasks are highly sensitive to the quality of input data, relevant datasets can often be challenging for firms to acquire, especially when held privately b…