Exploring the Potential of Polynomial Basis Functions in Kolmogorov-Arnold Networks: A Comparative Study of Different Groups of Polynomials.
Seyd Teymoor SeydiPublished in: CoRR (2024)
Keyphrases
- basis functions
- low order
- orthogonal polynomials
- linear combination
- series expansion
- radial basis function
- smooth functions
- b spline
- matching pursuit
- nonlinear functions
- state space
- spherical harmonics
- zernike moments
- algebraic curves
- set of basis functions
- wavelet bases
- orthonormal basis
- higher order
- wavelet analysis
- search algorithm
- linear approximation
- factored mdps
- hilbert transform
- rbf network
- algebraic geometry
- dynamic programming
- lagrange interpolation
- social networks