SUBHAJIT CHAUDHURY, Toshihiko Yamasaki
ICASSP 2024
Homomorphic encryption enables private artificial intelligence computations to be run on the cloud. Recent work used tile tensors to speed up the evaluation of neural network inference. We introduce an extension to tile tensors for the complex plane, resulting in an ∼ 1.68 × amortized speedup.
SUBHAJIT CHAUDHURY, Toshihiko Yamasaki
ICASSP 2024
Jiawei Zhou, Tahira Naseem, et al.
NAACL 2021
Weixin Liang, Girmaw Abebe Tadesse, et al.
Nature Machine Intelligence
Jitendra Singh, Smit Marvaniya, et al.
INFORMS 2022