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Frequency-aware SGD for Efficient Embedding Learning with Provable
  Benefits
v1v2v3 (latest)

Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits

10 October 2021
Yan Li
Dhruv Choudhary
Xiaohan Wei
Baichuan Yuan
Bhargav Bhushanam
T. Zhao
Guanghui Lan
ArXiv (abs)PDFHTML

Papers citing "Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits"

4 / 4 papers shown
Title
The Evolution of Embedding Table Optimization and Multi-Epoch Training in Pinterest Ads Conversion
The Evolution of Embedding Table Optimization and Multi-Epoch Training in Pinterest Ads Conversion
Andrew Qiu
Shubham Barhate
Hin Wai Lui
Runze Su
Rafael Rios Müller
Kungang Li
Ling Leng
Han Sun
Shayan Ehsani
Zhifang Liu
94
0
0
08 May 2025
Large Batch Analysis for Adagrad Under Anisotropic Smoothness
Large Batch Analysis for Adagrad Under Anisotropic Smoothness
Yuxing Liu
Boyao Wang
Tong Zhang
62
6
0
21 Jun 2024
Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent
  on Language Models
Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models
Frederik Kunstner
Robin Yadav
Alan Milligan
Mark Schmidt
Alberto Bietti
95
34
0
29 Feb 2024
Outliers Dimensions that Disrupt Transformers Are Driven by Frequency
Outliers Dimensions that Disrupt Transformers Are Driven by Frequency
Giovanni Puccetti
Anna Rogers
Aleksandr Drozd
F. Dell’Orletta
174
45
0
23 May 2022
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