A Deep Semi-NMF Model for Learning Hidden Representations.
George TrigeorgisKonstantinos BousmalisStefanos ZafeiriouBjörn W. SchullerPublished in: ICML (2014)
Keyphrases
- prior knowledge
- learning scheme
- learning phase
- probability distribution
- mathematical model
- high level
- qualitative models
- learning mechanism
- hidden variables
- learning models
- matrix factorization
- learning tasks
- statistical model
- computational model
- learning process
- learning systems
- experimental data
- unsupervised learning
- online learning
- management system
- hidden markov models
- active learning
- objective function
- learning algorithm
- multiple representations