Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting.
Pengtao XieJin Kyu KimYi ZhouQirong HoAbhimanu KumarYaoliang YuEric P. XingPublished in: UAI (2016)
Keyphrases
- machine learning
- communication overhead
- communication cost
- distributed systems
- computer networks
- spatially distributed
- distributed control
- decision trees
- distributed computation
- learning algorithm
- pattern recognition
- machine learning algorithms
- computer science
- natural language processing
- global knowledge
- model selection
- machine learning methods
- distributed environment
- fully distributed
- information dissemination
- feature selection
- multi agent
- distributed network
- fault tolerant
- text mining
- computing environments
- artificial intelligence
- machine learning approaches
- learning systems
- communication systems
- data dissemination
- multimedia communication
- inductive learning
- inductive logic programming
- privacy preserving
- remote sites
- reinforcement learning
- cooperative