State Space LSTM Models with Particle MCMC Inference

Xun Zheng, Manzil Zaheer, Amr Ahmed +3

Long Short-Term Memory (LSTM) is one of the most powerful sequence models. Despite the strong performance, however, it lacks the nice interpretability as in state space models. In…