Deep Gaussian processes

Gaussian Processes

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

Easy introduction to gaussian process regression (uncertainty models)

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

Modeling Complex Data with Deep Gaussian Processes

10 Gaussian Processes, pt 1/3 Basics

GPyTorch | NeurIPS 2018

Who wins? Neural Networks vs. Gaussian Processes

2 3 1 Proof of Neural Network Gaussian Process Kernel

ML Tutorial: Gaussian Processes (Richard Turner)

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

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

AISTATS 2023 Test of Time Award - Andreas Damianou and Neil Lawrence - Deep Gaussian Processes

(ML 19.1) Gaussian processes - definition and first examples

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

A Deep Gaussian Process For Forecasting Crop Yield and Time-Series Analysis of Precipitation

Deep Gaussian process - Sampling demo

Machine learning - Introduction to Gaussian processes

Machine Learning Lecture 26 "Gaussian Processes" -Cornell CS4780 SP17