Calibrating Deep Convolutional Gaussian Processes.
Gia-Lac TranEdwin V. BonillaJohn P. CunninghamPietro MichiardiMaurizio FilipponePublished in: AISTATS (2019)
Keyphrases
- gaussian processes
- deep learning
- gaussian process
- ordinal regression
- gaussian process regression
- multitask learning
- multi task learning
- gaussian process models
- covariance function
- multi task
- human pose estimation
- hyperparameters
- unsupervised learning
- preference learning
- relevance vector machine
- prior information
- regression model
- error rate
- generative model
- probability distribution
- learning algorithm