2 papers
cs.GT2026
Suboptimality Loss for Inverse Learning from Imperfect Equilibria
Andreas Feik, Pierre Pinson, Dario Paccagnan
Many modern systems involve the strategic interaction of multiple agents. In such settings, observed actions typically reflect equilibrium behavior under utilities that are only pa…
cs.LG2025
How to Purchase Labels? A Cost-Effective Approach Using Active Learning Markets
Xiwen Huang, Pierre Pinson
We introduce and analyse active learning markets as a way to purchase labels, in situations where analysts aim to acquire additional data to improve model fitting, or to better tra…