Extending Mercer's expansion to indefinite and asymmetric kernels

Sungwoo Jeong, Alex Townsend

Mercer's expansion and Mercer's theorem are cornerstone results in kernel theory. While the classical Mercer's theorem only considers continuous symmetric positive definite kernels…