Asynchronous Parallel Incremental Block-Coordinate Descent for Decentralized Machine Learning.
Hao ChenYu YeMing XiaoMikael SkoglundPublished in: CoRR (2022)
Keyphrases
- machine learning
- asynchronous cellular automata
- incremental learning
- data mining
- cooperative
- data driven
- text mining
- artificial intelligence
- machine learning algorithms
- learning algorithm
- parallel implementation
- knowledge acquisition
- decision trees
- computer vision
- machine learning methods
- shared memory
- peer to peer
- information extraction
- learning tasks
- parallel processing
- supervised learning
- pattern recognition
- explanation based learning
- statistical learning
- parallel programming
- multi agent
- semi supervised learning
- machine learning approaches
- convex optimization
- transfer learning
- massively parallel
- multi step
- incremental algorithms
- genetic algorithm
- feature selection
- kernel methods
- data analysis
- text classification
- collaborative learning
- search algorithm
- distributed systems
- computational intelligence
- scheduling problem
- knowledge discovery
- knowledge representation
- active learning