13 citations · 22 across the 2 of their papers we have counts for
2 papers
cs.CR2021★ 13 cited
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU
Sijun Tan, Brian Knott, Yuan Tian +1
We introduce CryptGPU, a system for privacy-preserving machine learning that implements all operations on the GPU (graphics processing unit). Just as GPUs played a pivotal role in…
cs.LG2019★ 9 cited
Privacy-Preserving Multi-Party Contextual Bandits
Awni Hannun, Brian Knott, Shubho Sengupta +1
Contextual bandits are online learners that, given an input, select an arm and receive a reward for that arm. They use the reward as a learning signal and aim to maximize the total…