Off-the-grid: Fast and Effective Hyperparameter Search for Kernel Clustering

Bruno Ordozgoiti, Lluís A. Belanche Muñoz

Kernel functions are a powerful tool to enhance the $k$-means clustering algorithm via the kernel trick. It is known that the parameters of the chosen kernel function can have a dr…