Adaptive density estimation based on self-organizing incremental neural network using Gaussian process.
Xiaoyu WangOsamu HasegawaPublished in: IJCNN (2017)
Keyphrases
- density estimation
- gaussian process
- neural network
- expectation propagation
- gaussian processes
- mixture model
- regression model
- hyperparameters
- probability density function
- bayesian framework
- semi supervised
- model selection
- em algorithm
- approximate inference
- incremental learning
- latent variables
- outlier detection
- density function
- density estimators
- gaussian mixture model
- information retrieval
- generative model
- knowledge discovery
- training data
- face recognition
- exponential family
- learning algorithm