Doubly Distributed Supervised Learning and Inference with High-Dimensional Correlated Outcomes.
Emily C. HectorPeter X.-K. SongPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- supervised learning
- high dimensional
- cooperative
- distributed systems
- reinforcement learning
- probabilistic inference
- unsupervised learning
- bayesian inference
- multi agent
- training data
- statistical learning
- computer networks
- distributed environment
- machine learning
- sparse data
- high dimensionality
- high dimensional problems
- training set
- graphical models
- low dimensional
- semi supervised
- data sets
- inference process
- learning algorithm
- dynamic bayesian networks
- generalization error
- bayesian networks
- active learning
- computing environments
- peer to peer
- learning tasks
- conditional random fields
- mobile agents
- lightweight
- semi supervised learning
- labeled data