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Symbolic Regression

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

Papers

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Showing 391–400 of 418 papers

Title	Date	Tasks	Status	Hype
Where are we now? A large benchmark study of recent symbolic regression methods	Apr 25, 2018	BenchmarkingBIG-bench Machine Learning	CodeCode Available	0
Transfer learning for semantic similarity measures based on symbolic regression	Jul 2, 2023	regressionSemantic Similarity	CodeCode Available	0
Transformation-Interaction-Rational Representation for Symbolic Regression	Apr 25, 2022	BenchmarkingForm	CodeCode Available	0
Glyph: Symbolic Regression Tools	Mar 13, 2018	regressionSymbolic Regression	CodeCode Available	0
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations	Dec 18, 2023	Equation Discoveryregression	CodeCode Available	0
Comparison of Single- and Multi- Objective Optimization Quality for Evolutionary Equation Discovery	Jun 29, 2023	Equation DiscoverySymbolic Regression	CodeCode Available	0
GFN-SR: Symbolic Regression with Generative Flow Networks	Dec 1, 2023	Deep Reinforcement LearningInterpretable Machine Learning	CodeCode Available	0
Solving the 2D Advection-Diffusion Equation using Fixed-Depth Symbolic Regression and Symbolic Differentiation without Expression Trees	Oct 18, 2024	Symbolic Regression	CodeCode Available	0
Neural-Guided Symbolic Regression with Asymptotic Constraints	Jan 23, 2019	regressionSymbolic Regression	CodeCode Available	0
Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic Programming	Apr 18, 2018	regressionSymbolic Regression	CodeCode Available	0

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