High-Dimensional Non-Parametric Density Estimation in Mixed Smooth Sobolev Spaces

Liang Ding, Lu Zou, Wenjia Wang +2

Density estimation plays a key role in many tasks in machine learning, statistical inference, and visualization. The main bottleneck in high-dimensional density estimation is the p…