I am a research scientist at Facebook where I focus on developing fast and efficient optimization algorithms for large-scale machine learning problems. Prior to joining Facebook, I received my PhD at Stanford University in 2016. My thesis was about using randomized linear algebra as a tool to develop optimization and machine learning algorithms for large-scale data applications.
Interests
Large-scale optimization and machine learning
Related Links
Latest Publications
Training with Low-precision Embedding Tables
Jian Zhang, Jiyan Yang, Hector Yuen
Systems for Machine Learning Workshop at NeurIPS 2018 - December 3, 2018