PipeLearn: Pipeline Parallelism for Collaborative Machine Learning.
Zihan ZhangPhilip RodgersPeter KilpatrickIvor T. A. SpenceBlesson VarghesePublished in: CoRR (2023)
Keyphrases
- statistical methods
- machine learning
- machine learning methods
- computational power
- parallel processing
- collaborative learning
- geographically dispersed
- multi user
- machine learning algorithms
- information extraction
- data mining
- machine learning and data mining
- inductive learning
- artificial intelligence
- knowledge acquisition
- knowledge representation
- supervised learning
- text mining
- knowledge discovery
- text classification
- parallel computation
- massively parallel
- explanation based learning
- parallel computing
- genetic algorithm
- machine learning approaches
- learning algorithm
- computational intelligence
- learning problems
- information systems
- pattern recognition
- learning systems
- active learning