Accelerating Distributed Deep Learning using Lossless Homomorphic Compression.
Haoyu LiYuchen XuJiayi ChenRohit DwivedulaWenfei WuKeqiang HeAditya AkellaDaehyeok KimPublished in: CoRR (2024)
Keyphrases
- deep learning
- image compression
- lossy compression
- lossless compression
- unsupervised learning
- unsupervised feature learning
- machine learning
- compression scheme
- arithmetic coding
- compression algorithm
- data compression
- compression ratio
- privacy preserving
- mental models
- weakly supervised
- deep architectures
- computer vision