Machine Learning, AI, Healthtech, Biotechnology, Signal Processing.
Kernels are used for data smoothing elsewhere in Machine Learning, KDEs smooth the distribution of some set of data with minimal hyperparameters. A KDE function f for some kernel K fit to a set of random (assumed i.i.d) samples x. Although KDEs assume i.i.d data — an assumption that is clearly