Size-Independent Sample Complexity of Neural Networks

Noah Golowich, Alexander Rakhlin, Ohad Shamir. Size-Independent Sample Complexity of Neural Networks. In Sébastien Bubeck, Vianney Perchet, Philippe Rigollet, editors, Conference On Learning Theory, COLT 2018, Stockholm, Sweden, 6-9 July 2018. Volume 75 of Proceedings of Machine Learning Research, pages 297-299, PMLR, 2018. [doi]

Abstract

Abstract is missing.