Deep Kernel Learning

This repo implements several flavors of Gaussian processes with deep kernels, first introduced in Deep Kernel Learning by Wilson et al. (2015).

• Deep Kernel Learning (2015)
• Learning Scalable Deep Kernels with Recurrent Structure (2016)
• Semi-supervised Deep Kernel: Regression with Unlabeled Data by Minimizing Predictive Variance (2018)
• Deep Spectral Kernel Learning (2019)
• Convolutional Spectral Kernel Learning (2020)