A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging.
Karan AggarwalSwaraj KhadangaShafiq R. JotyLouis KazaglisJaideep SrivastavaPublished in: IEEE BigData (2018)
Keyphrases
- structured learning
- conditional random fields
- graphical models
- probabilistic model
- structured prediction
- pairwise
- neural network
- information extraction
- higher order
- hidden markov models
- markov random field
- learning models
- generative model
- parameter learning
- approximate inference
- max margin
- probabilistic inference
- loss function
- markov networks
- segmentation method
- training data
- image segmentation