47 citations · 61 across the 4 of their papers we have counts for
4 papers
A mimetic approach to social influence on Instagram
Hubert Etienne, François Charton
We combine philosophical theories with quantitative analyses of online data to propose a sophisticated approach to social media influencers. Identifying influencers as communicatio…
A deep language model to predict metabolic network equilibria
François Charton, Amaury Hayat, Sean T. McQuade +2
We show that deep learning models, and especially architectures like the Transformer, originally intended for natural language, can be trained on randomly generated datasets to pre…
Leveraging Automated Unit Tests for Unsupervised Code Translation
Baptiste Roziere, Jie M. Zhang, Francois Charton +3
With little to no parallel data available for programming languages, unsupervised methods are well-suited to source code translation. However, the majority of unsupervised machine…
Deep Learning for Symbolic Mathematics
Guillaume Lample, François Charton
Neural networks have a reputation for being better at solving statistical or approximate problems than at performing calculations or working with symbolic data. In this paper, we s…