A Novel Adaptive Gradient Compression Scheme: Reducing the Communication Overhead for Distributed Deep Learning in the Internet of Things.
Peng LuoF. Richard YuJianyong ChenJianqiang LiVictor C. M. LeungPublished in: IEEE Internet Things J. (2021)
Keyphrases
- communication overhead
- compression scheme
- deep learning
- image compression
- communication cost
- compression ratio
- data compression
- unsupervised feature learning
- unsupervised learning
- compression algorithm
- machine learning
- weakly supervised
- probabilistic model
- multi dimensional
- sensor networks
- semi supervised
- mobile devices
- pattern recognition
- mental models
- training data
- database systems
- image processing