@article{dualityforoptimalmultiitemmultibidderauc, title = {Duality for Optimal Multi-Item, Multi-Bidder Auction Design: Revenue Certificates through Deep Learning}, author = {Yanchen Jiang and David C. Parkes and Tonghan Wang}, year = {2026}, eprint = {2606.10112}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.10112}, }