State Space LSTM Models with Particle MCMC Inference

ICLR 2018 Xun ZhengManzil ZaheerAmr AhmedYuan WangEric P XingAlexander J Smola

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... (read more)

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