Finite-Sample Maximum Likelihood Estimation of Location.
Shivam GuptaJasper C. H. LeeEric PricePaul ValiantPublished in: CoRR (2022)
Keyphrases
- maximum likelihood estimation
- finite sample
- sample size
- maximum likelihood
- uniform convergence
- statistical learning theory
- em algorithm
- error bounds
- nearest neighbor
- expectation maximization
- parzen window
- parameter estimation
- probability distribution
- probability density
- generalization error
- active learning
- density function
- mixture model
- statistical learning
- probability density function
- supervised classification
- theoretical framework
- statistical analysis
- model selection
- worst case
- support vector