Search Results for author: R. Xie

Found 2 papers, 1 papers with code

Two halves of a meaningful text are statistically different

1 code implementation9 Apr 2020 Weibing Deng, R. Xie, S. Deng, Armen E. Allahverdyan

The differences reveal a temporal asymmetry in meaningful texts, which is confirmed by showing that texts are much better compressible in their natural way (i. e. along the narrative) than in the word-inverted form.

Vocal Bursts Valence Prediction

Maximal Relevance and Optimal Learning Machines

no code implementations27 Sep 2019 O Duranthon, M Marsili, R. Xie

We show that the mutual information between the representation of a learning machine and the hidden features that it extracts from data is bounded from below by the relevance, which is the entropy of the model's energy distribution.

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