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]

@inproceedings{LiCWYBZL22,
  title = {Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits},
  author = {Yan Li and Dhruv Choudhary and Xiaohan Wei and Baichuan Yuan and Bhargav Bhushanam and Tuo Zhao and Guanghui Lan},
  year = {2022},
  url = {https://openreview.net/forum?id=ibqTBNfJmi},
  researchr = {https://researchr.org/publication/LiCWYBZL22},
  cites = {0},
  citedby = {0},
  booktitle = {The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022},
  publisher = {OpenReview.net},
}