Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with \beta-Divergences.
Jeremias KnoblauchJack JewsonTheodoros DamoulasPublished in: NeurIPS (2018)
Keyphrases
- non stationary
- bayesian inference
- streaming data
- concept drift
- probabilistic model
- data streams
- prior information
- evolving data streams
- sliding window
- random fields
- change point detection
- data distribution
- particle filter
- empirical mode decomposition
- anomaly detection
- multi dimensional
- image segmentation
- graphical models
- kullback leibler