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

Peter G. Chang, Gerardo Durán-Martín, Alexander Y Shestopaloff +2

We propose an efficient online approximate Bayesian inference algorithm for estimating the parameters of a nonlinear function from a potentially non-stationary data stream. The met…