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Symbolic Regression

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

Papers

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Showing 221–230 of 418 papers

TitleStatusHype
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial EquationsCode0
Symbolic Regression of Dynamic Network Models—0
Celestial Machine Learning: From Data to Mars and Beyond with AI FeynmanCode0
GFN-SR: Symbolic Regression with Generative Flow NetworksCode0
Explainable Fraud Detection with Deep Symbolic ClassificationCode0
Calabi-Yau Four/Five/Six-folds as P^n_w Hypersurfaces: Machine Learning, Approximation, and GenerationCode0
Alpha Zero for Physics: Application of Symbolic Regression with Alpha Zero to find the analytical methods in physics—0
MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation FunctionsCode0
Symbolic Regression as Feature Engineering Method for Machine and Deep Learning Regression Tasks—0
Interpretable Neural PDE Solvers using Symbolic Frameworks—0
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