People

Dhruv Choudhary

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.

Interests

Recommender systems, artificial intelligence & systems

Related Links

LinkedIn

Latest Publications

SIGKDD - August 14, 2021

Hierarchical Training: Scaling Deep Recommendation Models on Large CPU Clusters

Yuzhen Huang, Xiaohan Wei, Xing Wang, Jiyan Yang, Bor-Yiing Su, Shivam Bharuka, Dhruv Choudhary, Zewei Jiang, Hai Zheng, Jack Langman

SIGKDD - August 14, 2021

Training Recommender Systems at Scale: Communication-Efficient Model and Data Parallelism

Vipul Gupta, Dhruv Choudhary, Peter Tang, Xiaohan Wei, Xing Wang, Yuzhen Huang, Arun Kejariwal, Kannan Ramchandran, Michael W. Mahoney