Query: title:(Sequential neural models with stochastic layers), Author: Fraccaro

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title:(Sequential neural models with stochastic layers) Author: Fraccaro

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title:(Sequential AND neural AND models AND with AND stochastic AND layers)

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1 Preprint article

Sequential Neural Models with Stochastic Layers

Fraccaro, Marco; Sønderby, Søren Kaae; Paquet, Ulrich; Winther, Ole

How can we efficiently propagate uncertainty in a latent state representation with recurrent neural networks? This paper introduces stochastic recurrent neural networks which glue a deterministic recurrent neural network and a state space model together to form a stochastic and sequential neural

Year: 2016

Language: Undetermined

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2 Conference paper

Sequential neural models with stochastic layers

Fraccaro, Marco; Sønderby, Søren Kaae; Paquet, Ulrich; Winther, Ole

Advances in Neural Information Processing Systems — 2016, pp. 2207-2215