An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks.
Mateusz KozinskiLoïc SimonFrédéric JuriePublished in: CoRR (2017)
Keyphrases
- structured output
- supervised training
- conditional random fields
- neural network
- neural nets
- training algorithm
- structured prediction
- maximum margin
- support vector machine
- multiclass classification
- hidden markov models
- feed forward
- unsupervised learning
- higher order
- artificial neural networks
- information extraction
- training phase
- pattern recognition
- graphical models
- back propagation
- markov random field
- latent variables
- probabilistic model
- model selection
- pairwise
- supervised learning
- recognition process
- neural network model
- generative model
- training process
- em algorithm
- multilayer perceptron
- information retrieval