Ant-Inspired Density Estimation via Random Walks.
Cameron MuscoHsin-Hao SuNancy A. LynchPublished in: CoRR (2016)
Keyphrases
- random walk
- density estimation
- mixture model
- probability density function
- probability density
- outlier detection
- markov chain
- density function
- parzen window
- mixture modeling
- gaussian mixture model
- em algorithm
- nonparametric density estimation
- density estimators
- maximum likelihood
- density estimates
- statistical analysis
- expectation maximization
- reproducing kernel hilbert space