Deep Gaussian processes

Deep Probabilistic Modelling with Gaussian Processes - Neil D. Lawrence - NIPS Tutorial 2017

Modeling Complex Data with Deep Gaussian Processes

Gaussian Processes

A Draw from a Deep Gaussian Process

ML Tutorial: Gaussian Processes (Richard Turner)

Robert Gramacy: "Deep Gaussian Process Surrogates for Computer Experiments"

Deep Gaussian Processes for Bayesian Inversion: Matt Dunlop, Courant

Deep and Multi-fidelity learning with Gaussian processes: Andreas Damianou, Amazon

Andreas Damianou: Variational inference in deep Gaussian processes

Neil Lawrence: Deep Probabilistic Modelling with Gaussian Processes (NIPS 2017 tutorial)

[DeepBayes2019]: Day 4, Keynote Lecture 3. Deep Gaussian processes

I get confused trying to learn Gaussian Processes | Learn with me!

BA Discussion Webinar: Deep Gaussian Processes for Calibration of Computer Models

[DeepBayes2018]: Day 5, Invited talk 3. Deep Gaussian processes

Easy introduction to gaussian process regression (uncertainty models)

Deep Gaussian process autoencoder on Brendan faces

2 3 1 Proof of Neural Network Gaussian Process Kernel

Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo

CBL Alumni Series: Accurate Gaussian Processes and how they can help Deep Learning