BundleFlow: Deep Menus for Combinatorial Auctions by Diffusion-Based Optimization

Tonghan Wang, Yanchen Jiang, David C. Parkes

Differentiable economics -- the use of deep learning for auction design -- has driven progress in the automated design of multi-item auctions with additive or unit-demand valuation…