Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits
Yan Li, Dhruv Choudhary, Xiaohan Wei, Baichuan Yuan, Bhargav Bhushanam, Tuo Zhao, Guanghui Lan
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Machine Learning Engineer
I work on large scale Machine Learning efficiency at Facebook. My research interests include inference and training efficiency for real time ML systems. At Facebook, I work on improving the efficiency of the Recommendations stack.
Recommender systems, artificial intelligence & systems
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