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Symbolic Regression

producing a mathematical expression (symbolic expression) that fits a given tabular data.

Papers

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Showing 71–80 of 418 papers

TitleStatusHype
Exhaustive Symbolic RegressionCode1
Improving exploration in policy gradient search: Application to symbolic optimizationCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
AI Descartes: Combining Data and Theory for Derivable Scientific DiscoveryCode1
Improving Model-based Genetic Programming for Symbolic Regression of Small ExpressionsCode1
OccamNet: A Fast Neural Model for Symbolic Regression at ScaleCode1
Learning a Formula of Interpretability to Learn Interpretable FormulasCode1
LLM-SR: Scientific Equation Discovery via Programming with Large Language ModelsCode1
Automated Learning of Interpretable Models with Quantified Uncertainty—0
A Machine Learning-based Approach for Solving Recurrence Relations and its use in Cost Analysis of Logic Programs—0
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