ATM: A distributed, collaborative, scalable system for automated machine learning.
Thomas SwearingenWill DrevoBennett CyphersAlfredo Cuesta-InfanteArun RossKalyan VeeramachaneniPublished in: IEEE BigData (2017)
Keyphrases
- machine learning
- geographically dispersed
- distributed systems
- lightweight
- scalable distributed
- distributed environment
- pattern recognition
- cooperative
- data intensive
- multi agent
- semi automated
- fault tolerant
- fully distributed
- collaborative decision making
- machine learning methods
- machine learning algorithms
- learning algorithm
- distributed learning
- information extraction
- computer science
- machine learning approaches
- computer supported collaborative learning
- distributed learning environments
- commodity hardware
- message exchange
- knowledge sharing
- collaborative learning
- peer to peer
- information retrieval
- learning tasks
- artificial intelligence
- distributed storage
- decision trees
- reinforcement learning
- data analysis
- active learning
- support vector machine
- supervised learning
- highly scalable
- knowledge acquisition
- multi user
- model selection
- fully automated
- inductive logic programming