Estimating the unseen: A sublinear-sample canonical estimator of distributions.
Gregory ValiantPaul ValiantPublished in: Electron. Colloquium Comput. Complex. (2010)
Keyphrases
- variance estimator
- random samples
- maximum likelihood
- data sets
- exponential distributions
- sample size
- confidence intervals
- probability distribution
- importance sampling
- accurate estimation
- random variables
- neural network
- error estimates
- rigid body
- estimation algorithm
- test data
- supervised learning
- least squares
- small sample
- exponential family
- small number
- lower bound
- website
- genetic algorithm