Early-stopped neural networks are consistent

Ziwei Ji, Justin D. Li, Matus Telgarsky. Early-stopped neural networks are consistent. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 1805-1817, 2021. [doi]

Abstract

Abstract is missing.