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Gaussian Processes
Easy introduction to gaussian process regression (uncertainty models)
TAMIDS Data Science Webinar: Scalable Gaussian Process Approximation and Optimization
Florian Wenzel: Scalable Logit Gaussian Process Classification
Scalable Log Determinants for Gaussian Process Kernel Learning - NIPS 2017