Low-rank extended Kalman filtering for online learning of neural networks from streaming data.
Peter ChangGerardo Duràn-MartínAlexander Y. ShestopaloffMatt JonesKevin MurphyPublished in: CoRR (2023)
Keyphrases
- low rank
- kalman filtering
- streaming data
- online learning
- neural network
- kalman filter
- data streams
- concept drift
- sliding window
- convex optimization
- matrix factorization
- linear combination
- missing data
- singular value decomposition
- data distribution
- high dimensional data
- semi supervised
- pattern recognition
- multi frame
- anomaly detection
- e learning
- high order
- active learning
- feature vectors
- particle filtering
- computer vision
- collaborative filtering
- small number
- recommender systems
- pairwise
- high quality
- machine learning