Smoothed Nonparametric Derivative Estimation using Weighted Difference Quotients.
Yu LiuKris De BrabanterPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- nonparametric regression
- parzen window
- kernel density estimation
- density estimation
- parameter estimation
- machine learning
- estimation accuracy
- data driven
- nonparametric density estimation
- accurate estimation
- image processing
- artificial intelligence
- databases
- similarity measure
- case study
- monte carlo simulation
- estimation algorithm
- maximum likelihood estimation
- convex functions
- real world
- data sets
- database