Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits

Yan Li, Dhruv Choudhary, Xiaohan Wei, Baichuan Yuan, Bhargav Bhushanam, Tuo Zhao, Guanghui Lan. Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net, 2022. [doi]

Abstract

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