Safely Learning Optimal Auctions: A Testable Learning Framework for Mechanism Design
Vikram Kher, Manolis Zampetakis
June, 2025
Abstract
We design a new Regularized Testable Learning framework for mechanism design and show how it can be used to determine when important auction learning theorems can be applied to a dataset.
Publication
Forty-Second International Conference on Machine Learning