Mutual Information Scaling and Expressive Power of Sequence Models

10 May 2019Huitao Shen

Sequence models assign probabilities to variable-length sequences such as natural language texts. The ability of sequence models to capture temporal dependence can be characterized by the temporal scaling of correlation and mutual information... (read more)

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