Safely Learning Optimal Auctions: A Testable Learning Framework for Mechanism Design

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
Vikram Kher
Vikram Kher
3rd Year PhD Student