Locally Linear Continual Learning for Time Series based on VC-Theoretical Generalization Bounds

Yan V. G. Ferreira, Igor B. Lima, Pedro H. G. Mapa S. +2

Most machine learning methods assume fixed probability distributions, limiting their applicability in nonstationary real-world scenarios. While continual learning methods address t…