Web: https://www.reddit.com/r/MachineLearning/comments/sfigi2/d_first_author_interview_deep_symbolic_regression/

Jan. 29, 2022, 1:47 p.m. | /u/ykilcher

Machine Learning reddit.com


This video includes an interview with first author Stéphane d'Ascoli (https://sdascoli.github.io/).

Deep neural networks are typically excellent at numeric regression, but using them for symbolic computation has largely been ignored so far. This paper uses transformers to do symbolic regression on integer and floating point number sequences, which means that given the start of a sequence of numbers, the model has to not only predict the correct continuation, but also predict the data generating formula behind the …

deep interview machinelearning regression video

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