2025
Prices, Bids, Values: One ML-Powered Combinatorial Auction to Rule Them All
ICML 2025oral
We study the design of *iterative combinatorial auctions (ICAs)*. The main challenge in this domain is that the bundle space grows exponentially in the number of items. To address this, recent work has proposed machine learning (ML)-based preference elicitation algorithms that aim to elicit only th…