Bayesian Conditional Density Filtering for Big Data.
Rajarshi GuhaniyogiShaan QamarDavid B. DunsonPublished in: CoRR (2014)
Keyphrases
- big data
- conditional density
- particle filtering
- density function
- cloud computing
- big data analytics
- data analysis
- data management
- data processing
- social media
- data science
- business intelligence
- bayesian networks
- conditional distribution
- bayesian inference
- data warehousing
- knowledge discovery
- posterior distribution
- probabilistic model
- maximum likelihood
- state space
- visual tracking
- machine learning
- gaussian processes
- random variables
- maximum entropy
- posterior probability
- mean shift
- database
- information processing
- particle filter
- real world