Koopman Neural Forecaster for Time Series with Temporal Distribution Shifts.
Rui WangYihe DongSercan Ö. ArikRose YuPublished in: CoRR (2022)
Keyphrases
- temporal patterns
- temporal data
- multivariate time series
- multivariate time series data
- neural network
- spatial and temporal
- temporal information
- spatio temporal
- network architecture
- extreme values
- temporal dependencies
- temporal abstractions
- temporal constraints
- quasi periodic
- temporal dimension
- temporal order
- time stamped
- bio inspired
- non stationary
- data streams
- temporal sequences
- temporal relationships
- power law
- dynamic time warping
- temporal analysis
- data distribution
- autoregressive model
- random variables
- space time
- probability distribution