An In-depth Exploration of Gaussian Processes: Theory and Practical Applications

In the vast landscape of machine learning and statistics, Gaussian processes (GPs) stand out as a versatile and powerful tool for modelling complex relationships in data. They offer a probabilistic framework that not only allows us to make prediction...