Machine Learning, Aritificial Intelligence, Data Science.
leveraging the inner product structure for efficient computation and representation of functions. The key advantage of RKHS is its ability to implicitly map data points into high-dimensional feature spaces, where similarities between them can be more easily found. Explicitly performing this mapping