Learning in Function Spaces: An Unified Functional Analytic View of Supervised and Unsupervised Learning

K. Lakshmanan

Many machine learning algorithms can be interpreted as procedures for estimating functions defined on the data distribution. In this paper we present a conceptual framework that fo…