Ant-inspired density estimation via random walks.
Cameron MuscoHsin-Hao SuNancy A. LynchPublished in: Proc. Natl. Acad. Sci. USA (2017)
Keyphrases
- density estimation
- random walk
- probability density function
- mixture model
- mixture modeling
- probability density
- gaussian mixture model
- markov chain
- nonparametric density estimation
- parzen window
- density function
- outlier detection
- em algorithm
- expectation maximization
- density estimators
- density estimates
- search space
- high dimensional