Instance Based Approximations to Profile Maximum Likelihood.
Nima AnariMoses CharikarKirankumar ShiragurAaron SidfordPublished in: NeurIPS (2020)
Keyphrases
- maximum likelihood
- penalized likelihood
- em algorithm
- knn
- parameter estimation
- expectation maximization
- user profiles
- likelihood function
- maximum likelihood estimation
- maximum a posteriori
- gaussian mixture model
- parameter learning
- instance based learning
- gaussian distribution
- database
- closed form
- approximation methods
- intensity profile
- error metrics
- log likelihood function
- information systems