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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

TitleStatusHype
In-Context Symbolic Regression: Leveraging Large Language Models for Function DiscoveryCode1
Learning Governing Equations of Unobserved States in Dynamical Systems—0
LLM-SR: Scientific Equation Discovery via Programming with Large Language ModelsCode1
The Inefficiency of Genetic Programming for Symbolic Regression -- Extended Version—0
Generalizing the SINDy approach with nested neural networks—0
Prove Symbolic Regression is NP-hard by Symbol Graph—0
Leveraging Symbolic Regression for Heuristic Design in the Traveling Thief Problem—0
The Causal Chambers: Real Physical Systems as a Testbed for AI MethodologyCode1
Discovering Nuclear Models from Symbolic Machine Learning—0
Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form EquationsCode0
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