penalties and rewards for fair learning in paired kidney exchange programs
Following yesterday, the second paper I’d recommend is Carvalho et al. Penalties and Rewards for Fair Learning in Paired Kidney Exchange Programs (WINE2023). The paper took a data-driven approach and tested its method on Canadian Kidney Exchange program’s data. It established a dynamic (over time) kidney exchange model so as to take in consideration of some aspects missed by myopic naive matching schemes. They developed a novel learning approach to update the weights of the vertices so as to improve equity as well as efficiency....