Speeding Up Distributed Machine Learning Using Codes.
Kangwook LeeMaximilian LamRamtin PedarsaniDimitris S. PapailiopoulosKannan RamchandranPublished in: CoRR (2015)
Keyphrases
- communication cost
- machine learning
- communication overhead
- machine learning methods
- pattern recognition
- error correction
- machine learning algorithms
- computer vision
- computer science
- knowledge acquisition
- data mining
- decision trees
- machine learning approaches
- active learning
- natural language processing
- learning tasks
- explanation based learning
- fault tolerant
- distributed environment
- computational intelligence
- model selection
- text classification
- distributed systems
- databases
- support vector machine
- cooperative
- information systems
- artificial intelligence
- neural network