Reverse engineering learned optimizers reveals known and novel mechanisms

Niru Maheswaranathan, David Sussillo, Luke Metz, Ruoxi Sun, Jascha Sohl-Dickstein. Reverse engineering learned optimizers reveals known and novel mechanisms. 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 19910-19922, 2021. [doi]

Abstract

Abstract is missing.