Predicting What You Already Know Helps: Provable Self-Supervised Learning

Jason D. Lee, Qi Lei, Nikunj Saunshi, Jiacheng Zhuo. Predicting What You Already Know Helps: Provable Self-Supervised Learning. 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 309-323, 2021. [doi]

Abstract

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