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Symbolic Regression

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

Papers

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Showing 121–130 of 418 papers

Title	Date	Tasks	Status	Hype	Score
Glyph: Symbolic Regression Tools	Mar 13, 2018	regressionSymbolic Regression	CodeCode Available	0	5
A Generic Approach for Reproducible Model Distillation	Nov 22, 2022	Interpretable Machine Learningmodel	CodeCode Available	0	5
Grammar Variational Autoencoder	Mar 6, 2017	Bayesian OptimizationSymbolic Regression	CodeCode Available	0	5
Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic Programming	Apr 18, 2018	regressionSymbolic Regression	CodeCode Available	0	5
Improving Memory Efficiency for Training KANs via Meta Learning	Jun 9, 2025	image-classificationImage Classification	CodeCode Available	0	5
GFN-SR: Symbolic Regression with Generative Flow Networks	Dec 1, 2023	Deep Reinforcement LearningInterpretable Machine Learning	CodeCode Available	0	5
Explainable Data-driven Modeling of Adsorption Energy in Heterogeneous Catalysis	May 30, 2024	Feature ImportanceSymbolic Regression	CodeCode Available	0	5
Symbolic regression by uniform random global search	Jun 18, 2019	global-optimizationregression	CodeCode Available	0	5
Explainable Fraud Detection with Deep Symbolic Classification	Dec 1, 2023	ClassificationFraud Detection	CodeCode Available	0	5
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations	Dec 18, 2023	Equation Discoveryregression	CodeCode Available	0	5

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