Thanawat Sornwanee

SD-KDE: Score-Debiased Kernel Density Estimation

We propose a method for density estimation that leverages an estimated score function to debias kernel density estimation (SD-KDE). In our approach, each data point is adjusted by taking a single step along the score function with a specific choice of step size, followed by standard KDE with a modif…