A Sequential Monte Carlo Method for Bayesian Analysis of Massive Datasets.
Greg RidgewayDavid MadiganPublished in: Data Min. Knowl. Discov. (2003)
Keyphrases
- bayesian analysis
- monte carlo method
- massive datasets
- markov chain
- statistically sound
- monte carlo
- massive data
- genetic algorithm
- computationally feasible
- bayesian learning
- posterior distribution
- text data
- maximum likelihood estimation
- big data
- learning machines
- methods require
- stored data
- neural network
- mathematical models
- data mining applications
- computationally challenging
- data mining
- text mining