Learning Unstable Dynamical Systems with Time-Weighted Logarithmic Loss

Kamil Nar, Yuan Xue, Andrew M. Dai

When training the parameters of a linear dynamical model, the gradient descent algorithm is likely to fail to converge if the squared-error loss is used as the training loss functi…