Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes.
Jake SnellRichard S. ZemelPublished in: CoRR (2020)
Keyphrases
- gaussian processes
- relevance vector machine
- bayesian methods
- gaussian process
- bayesian approaches
- support vector
- covariance function
- gaussian process regression
- image classification
- hyperparameters
- human pose estimation
- decision trees
- model selection
- gaussian process models
- cross validation
- feature selection
- support vector machine
- multi task learning
- preference learning
- machine learning
- text classification
- denoising
- supervised learning
- multi class
- feature vectors
- feature extraction
- semi supervised learning
- multi task
- semi supervised
- bayesian networks