Sample Amplification: Increasing Dataset Size even when Learning is Impossible

Brian Axelrod, Shivam Garg 0001, Vatsal Sharan, Gregory Valiant. Sample Amplification: Increasing Dataset Size even when Learning is Impossible. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 442-451, PMLR, 2020. [doi]

Abstract

Abstract is missing.