Approximation Theory
Hilbert spaces are complete inner product spaces that serve as a fundamental framework for various mathematical concepts, particularly in functional analysis and quantum mechanics. They allow for the generalization of Euclidean spaces to infinite dimensions, enabling the representation of complex functions and vectors, which is essential for understanding various approximation techniques, including matching pursuit.
congrats on reading the definition of Hilbert Spaces. now let's actually learn it.