Low-rank extended Kalman filtering for online learning of neural networks from streaming data

Peter G. Chang, Gerardo Duràn-Martín, Alexander Y. Shestopaloff, Matt Jones 0002, Kevin Patrick Murphy. Low-rank extended Kalman filtering for online learning of neural networks from streaming data. In Sarath Chandar, Razvan Pascanu, Hanie Sedghi, Doina Precup, editors, Conference on Lifelong Learning Agents, 22-25 August 2023, McGill University, Montréal, Québec, Canada. Volume 232 of Proceedings of Machine Learning Research, pages 1025-1071, PMLR, 2023. [doi]

Abstract

Abstract is missing.