J. P. Llerena

Beyond the Gegenbauer Paradigm: q-Orthogonal Kernels for Machine Learning

This work extends the orthogonal polynomial kernel paradigm by introducing a novel family based on discrete Hermite I polynomials, a class of $q$-orthogonal polynomials that generalize classical Hermite polynomials through a deformation parameter $q$.