Nearest neighbor density functional estimation based on inverse Laplace transform.
Shouvik GangulyJongha RyuYoung-Han KimYung-Kyun NohDaniel D. LeePublished in: CoRR (2018)
Keyphrases
- nearest neighbor
- laplace transform
- k nearest neighbor
- high dimensional
- knn
- density distribution
- training set
- probability density
- nearest neighbor search
- estimation algorithm
- density estimation
- parzen window
- diffusion model
- distance function
- density function
- neural network
- nearest neighbor queries
- denoising
- data points
- computer vision