Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes.
Roman NovakLechao XiaoYasaman BahriJaehoon LeeGreg YangJiri HronDaniel A. AbolafiaJeffrey PenningtonJascha Sohl-DicksteinPublished in: ICLR (Poster) (2019)
Keyphrases
- gaussian processes
- gaussian process
- bayesian approaches
- gaussian process regression
- relevance vector machine
- multi task
- multi task learning
- bayesian methods
- gaussian process models
- preference learning
- human pose estimation
- hyperparameters
- covariance function
- bayesian framework
- machine learning
- posterior distribution
- maximum likelihood
- learning algorithm