Low-rank extended Kalman filtering for online learning of neural networks from streaming data.
Peter G. ChangGerardo Duràn-MartínAlexander Y. ShestopaloffMatt JonesKevin Patrick MurphyPublished in: CoLLAs (2023)
Keyphrases
- low rank
- kalman filtering
- streaming data
- online learning
- neural network
- kalman filter
- data streams
- linear combination
- missing data
- concept drift
- convex optimization
- matrix factorization
- sliding window
- singular value decomposition
- high dimensional data
- semi supervised
- high order
- particle filtering
- pattern recognition
- data distribution
- e learning
- anomaly detection
- multi frame
- active learning
- learning process
- learning algorithm
- data sets
- mean shift
- non stationary
- multiscale