Variational Weighting for Kernel Density Ratios

Sangwoong Yoon, Frank C. Park, Gunsu S Yun +2

Kernel density estimation (KDE) is integral to a range of generative and discriminative tasks in machine learning. Drawing upon tools from the multidimensional calculus of variatio…