The Gaussian kernel on the circle and spaces that admit isometric embeddings of the circle

Nathaël Da Costa, Cyrus Mostajeran, Juan-Pablo Ortega

On Euclidean spaces, the Gaussian kernel is one of the most widely used kernels in applications. It has also been used on non-Euclidean spaces, where it is known that there may be…