Advancing Gaussian Processes: The Noack-Risser Method
Marcus M. Noack, Mark D. Risser · 2024
Dr Marcus Noack and Dr Mark Risser, researchers at Lawrence Berkeley National Laboratory, have recently proposed a significant advancement in the area of machine learning and data science that promises significant computational improvements: the enhancement of exact Gaussian Processes for large datasets, significantly improving data analysis capabilities for samples even beyond 5 million data points.