Advances in private training for production on-device language models
blog.research.googlePosted by Zheng Xu, Research Scientist, and Yanxiang Zhang, Software Engineer, Google Language models (LMs) trained to predict the next word given ...
DP-FTRL and matrix factorization mechanism (I)
In this series of blog posts, I plan to write down some of my personal understanding (of course shaped by many wonderful papers) of DP-FTRL and matrix factorization mechanism.