On the expected behaviour of noise regularised deep neural networks as Gaussian processes.
Arnu PretoriusHerman KamperSteve KroonPublished in: Pattern Recognit. Lett. (2020)
Keyphrases
- gaussian processes
- neural network
- bayesian approaches
- gaussian process
- gaussian process regression
- multi task learning
- covariance function
- human pose estimation
- noise level
- noise reduction
- multi task
- hyperparameters
- preference learning
- gaussian process models
- machine learning
- prior information
- missing data
- image segmentation