SparCML: High-Performance Sparse Communication for Machine Learning.
Cédric RenggliDan AlistarhTorsten HoeflerPublished in: CoRR (2018)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- data mining
- sparse data
- machine learning algorithms
- knowledge acquisition
- computer vision
- sparse principal component analysis
- information sharing
- computational intelligence
- information extraction
- sparse representation
- neural network
- artificial intelligence
- high dimensional
- computer science
- natural language processing
- compressed sensing
- compressive sensing
- decision trees
- machine learning approaches
- high efficiency
- communication systems
- communication cost
- inductive learning
- inductive logic programming
- learning tasks
- data analysis
- semi supervised learning
- feature selection
- text classification
- communication networks
- natural language
- reinforcement learning
- information exchange
- text mining
- supervised learning
- supervised machine learning
- support vector