Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks

Avi Schwarzschild, Eitan Borgnia, Arjun Gupta, Furong Huang, Uzi Vishkin, Micah Goldblum, Tom Goldstein. Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks. 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 6695-6706, 2021. [doi]

Abstract

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