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Symbolic Regression

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

Papers

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Showing 361–370 of 418 papers

Title	Date	Tasks	Status	Hype
Discovering the underlying analytic structure within Standard Model constants using artificial intelligence	Jun 30, 2025	Symbolic Regression	CodeCode Available	0
Probabilistic Lexicase Selection	May 19, 2023	Program Synthesisregression	CodeCode Available	0
Univariate Skeleton Prediction in Multivariate Systems Using Transformers	Jun 25, 2024	Predictionregression	CodeCode Available	0
Analysing the Influence of Reorder Strategies for Cartesian Genetic Programming	Oct 1, 2024	Symbolic Regression	CodeCode Available	0
PruneSymNet: A Symbolic Neural Network and Pruning Algorithm for Symbolic Regression	Jan 25, 2024	Interpretable Machine Learningregression	CodeCode Available	0
P-Tree Programming	Jul 12, 2017	General ClassificationProgram induction	CodeCode Available	0
AI-Assisted Discovery of Quantitative and Formal Models in Social Science	Oct 2, 2022	counterfactualSociology	CodeCode Available	0
Racing Control Variable Genetic Programming for Symbolic Regression	Sep 13, 2023	Deep Reinforcement Learningregression	CodeCode Available	0
Data driven discovery of human mobility models	Jan 10, 2025	Symbolic Regression	CodeCode Available	0
Constructing Parsimonious Analytic Models for Dynamic Systems via Symbolic Regression	Mar 27, 2019	Decision Makingregression	CodeCode Available	0

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