Degree-Optimized Cumulative Polynomial Kolmogorov-Arnold Networks

Mathew Vanherreweghe, Lirandë Pira, Patrick Rebentrost

We introduce cumulative polynomial Kolmogorov-Arnold networks (CP-KAN), a neural architecture combining Chebyshev polynomial basis functions and quadratic unconstrained binary opti…