Deep Convolutional Networks as shallow Gaussian Processes.
Adrià Garriga-AlonsoCarl Edward RasmussenLaurence AitchisonPublished in: ICLR (Poster) (2019)
Keyphrases
- gaussian processes
- gaussian process
- deep learning
- multi task learning
- gaussian process regression
- covariance function
- human pose estimation
- preference learning
- hyperparameters
- gaussian process models
- relevance vector machine
- cross validation
- multi task
- natural language processing
- upper bound
- prior knowledge
- decision trees
- learning algorithm