Finite-Sample Maximum Likelihood Estimation of Location.
Shivam GuptaJasper C. H. LeeEric PricePaul ValiantPublished in: NeurIPS (2022)
Keyphrases
- maximum likelihood estimation
- finite sample
- sample size
- uniform convergence
- statistical learning theory
- maximum likelihood
- error bounds
- em algorithm
- nearest neighbor
- parzen window
- parameter estimation
- probability density
- probability distribution
- expectation maximization
- density function
- sufficient conditions
- probabilistic model
- data mining
- generalization error
- machine learning
- density estimation
- probability density function
- feature vectors
- clustering algorithm
- learning problems
- vc dimension
- covariance matrix
- generalization bounds
- mixture model