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Symbolic Regression

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

Papers

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Showing 131–140 of 418 papers

Title	Date	Tasks	Status	Hype	Score
Grammar Variational Autoencoder	Mar 6, 2017	Bayesian OptimizationSymbolic Regression	CodeCode Available	0	5
GFN-SR: Symbolic Regression with Generative Flow Networks	Dec 1, 2023	Deep Reinforcement LearningInterpretable Machine Learning	CodeCode Available	0	5
Analysing the Influence of Reorder Strategies for Cartesian Genetic Programming	Oct 1, 2024	Symbolic Regression	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
Improving Genetic Programming for Symbolic Regression with Equality Graphs	Jan 29, 2025	Evolutionary Algorithmsregression	CodeCode Available	0	5
Evolving Form and Function: Dual-Objective Optimization in Neural Symbolic Regression Networks	Feb 24, 2025	Evolutionary AlgorithmsForm	CodeCode Available	0	5
Enhancing Symbolic Regression with Quality-Diversity and Physics-Inspired Constraints	Mar 24, 2025	Diversityregression	CodeCode Available	0	5
Epsilon-Lexicase Selection for Regression	May 30, 2019	regressionSymbolic Regression	CodeCode Available	0	5
Explainable Data-driven Modeling of Adsorption Energy in Heterogeneous Catalysis	May 30, 2024	Feature ImportanceSymbolic Regression	CodeCode Available	0	5
Accelerating Genetic Programming using GPUs	Oct 15, 2021	Binary Classificationfeature selection	CodeCode Available	0	5

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