Asynchronous Parallel Incremental Block-Coordinate Descent for Decentralized Machine Learning.
Hao ChenYu YeMing XiaoMikael SkoglundPublished in: IEEE Trans. Big Data (2023)
Keyphrases
- machine learning
- asynchronous cellular automata
- multi agent
- cooperative
- convex optimization
- machine learning methods
- incremental learning
- data driven
- parallel processing
- machine learning algorithms
- distributed systems
- information extraction
- support vector machine
- pattern recognition
- data mining
- supervised learning
- text mining
- decision trees
- parallel computation
- neural network
- learning algorithm
- artificial intelligence
- computer science
- computer architecture
- information retrieval
- learning problems
- computer vision
- parallel programming
- knowledge acquisition
- peer to peer
- asynchronous circuits
- incremental version
- distributed memory
- learning tasks
- machine learning approaches
- parallel implementation
- learning systems
- feature selection
- text classification
- natural language