THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression.
Minghao LiRan Ben BasatShay VargaftikChonLam LaoKevin XuMichael MitzenmacherMinlan YuPublished in: NSDI (2024)
Keyphrases
- deep learning
- unsupervised feature learning
- unsupervised learning
- machine learning
- deep architectures
- mental models
- privacy preserving
- weakly supervised
- semi supervised
- higher order
- online learning
- restricted boltzmann machine
- viewpoint
- object recognition
- multiscale
- image processing
- computer vision
- information retrieval