Feature vector regression with efficient hyperparameters tuning and geometric interpretation.
Jie LiuEnrico ZioPublished in: Neurocomputing (2016)
Keyphrases
- geometric interpretation
- feature vectors
- hyperparameters
- model selection
- regression function
- gaussian processes
- regression problems
- support vector
- em algorithm
- regression model
- closed form
- noise level
- random sampling
- error rate
- gaussian process
- machine learning
- denoising
- pairwise
- similarity measure
- feature extraction
- learning algorithm