Bayesian Convolutional Neural Networks with Many Channels are Gaussian Processes.
Roman NovakLechao XiaoJaehoon LeeYasaman BahriDaniel A. AbolafiaJeffrey PenningtonJascha Sohl-DicksteinPublished in: CoRR (2018)
Keyphrases
- gaussian processes
- convolutional neural networks
- bayesian approaches
- gaussian process
- relevance vector machine
- gaussian process regression
- human pose estimation
- multi task learning
- bayesian methods
- preference learning
- covariance function
- learning process
- gaussian process models
- hyperparameters
- training data
- noise reduction
- learning experience
- topic models
- generative model
- probabilistic model