University of Washington; Twitter; Stanford University; Microsoft Research; University of Pennsylvania
Zhiqi Bu, Sivakanth Gopi, Janardhan Kulkarni, Yin Tat Lee, Judy Hanwen Shen, Uthaipon Tantipongpipat
Differential Privacy;Deep Learning;JL Projections;Per-sample gradients
Fast and Memory Efficient Differentially Private-SGD via JL Projections