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cs.LG2022★ 9 cited
End-to-end symbolic regression with transformers
Pierre-Alexandre Kamienny, Stéphane d'Ascoli, Guillaume Lample +1
Symbolic regression, the task of predicting the mathematical expression of a function from the observation of its values, is a difficult task which usually involves a two-step proc…
cs.LG2022★ 26 cited
Deep Symbolic Regression for Recurrent Sequences
Stéphane d'Ascoli, Pierre-Alexandre Kamienny, Guillaume Lample +1
Symbolic regression, i.e. predicting a function from the observation of its values, is well-known to be a challenging task. In this paper, we train Transformers to infer the functi…