SDCRKL-GP: Scalable deep convolutional random kernel learning in gaussian process for image recognition.
Tingting WangLei XuJunbao LiPublished in: Neurocomputing (2021)
Keyphrases
- image recognition
- gaussian process
- kernel learning
- covariance function
- semi supervised
- gaussian processes
- gaussian process regression
- regression model
- multi task learning
- kernel matrix
- support vector regression
- pairwise constraints
- model selection
- kernel function
- multiple kernel learning
- image classification
- learning tasks
- hyperparameters
- bayesian framework
- pattern recognition
- face recognition
- semi supervised learning
- kernel methods
- dimensionality reduction
- unsupervised learning
- metric learning
- pairwise
- distance metric
- active learning
- latent variables
- support vector
- closed form
- data sets
- probabilistic model
- prior knowledge
- feature selection