SKCompress: compressing sparse and nonuniform gradient in distributed machine learning.
Jiawei JiangFangcheng FuTong YangYingxia ShaoBin CuiPublished in: VLDB J. (2020)
Keyphrases
- machine learning
- distributed systems
- cooperative
- distributed environment
- machine learning algorithms
- multi agent
- high dimensional
- sparse principal component analysis
- machine learning methods
- sparse representation
- support vector machine
- decision trees
- active learning
- image sequences
- information extraction
- supervised learning
- edge detection
- sparse data
- data compression
- computer networks
- learning systems
- data mining
- sparse matrix
- compressive sensing
- inductive learning
- information retrieval
- learning algorithm
- image reconstruction
- mobile agents
- artificial intelligence
- natural language
- computer vision
- knowledge acquisition
- computational intelligence
- text mining
- pattern recognition