Reproducing Kernel Hilbert Spaces Cannot Contain all Continuous Functions on a Compact Metric Space

This addresses a foundational theoretical limitation in machine learning for researchers working with kernel methods and functional analysis.

The paper proves that for any uncountable compact metric space, no reproducing kernel Hilbert space can contain all continuous functions on that space, establishing a fundamental limitation in kernel methods.