2 papers
econ.GN2026
Position: The Pre/Post-Training Boundary Should Govern IP in Industry-Academia ML Collaborations
Dirk Bergemann, Soheil Ghili, Nitzan Mekel-Bobrov
Industry-academia ML collaborations routinely fail to launch -- not for scientific reasons, but because academics must publish while companies must protect models trained on propri…
econ.TH2026
Supply Chain Coordination Mechanism Design: Consensus Planning Protocol Meets Vickrey-Clarke-Groves Mechanism
Dirk Bergemann, Garrett van Ryzin, Jiaxuan Li
This paper introduces the theoretical framework for combining Vickrey-Clarke-Groves (VCG) mechanisms with the Consensus Planning Protocol (CPP) to enable truthful and efficient col…