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Symbolic Regression

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

Papers

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Showing 111–120 of 418 papers

Title	Date	Tasks	Status	Hype	Score
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery	Dec 10, 2019	Explainable Modelsregression	CodeCode Available	0	5
Closed-Form Interpretation of Neural Network Classifiers with Symbolic Gradients	Jan 10, 2024	Formregression	CodeCode Available	0	5
Celestial Machine Learning: From Data to Mars and Beyond with AI Feynman	Dec 15, 2023	regressionSymbolic Regression	CodeCode Available	0	5
Celestial Machine Learning: Discovering the Planarity, Heliocentricity, and Orbital Equation of Mars with AI Feynman	Dec 19, 2023	regressionSymbolic Regression	CodeCode Available	0	5
Improving Genetic Programming for Symbolic Regression with Equality Graphs	Jan 29, 2025	Evolutionary Algorithmsregression	CodeCode Available	0	5
Improving Memory Efficiency for Training KANs via Meta Learning	Jun 9, 2025	image-classificationImage Classification	CodeCode Available	0	5
In Context Learning and Reasoning for Symbolic Regression with Large Language Models	Oct 22, 2024	In-Context LearningSymbolic Regression	CodeCode Available	0	5
PruneSymNet: A Symbolic Neural Network and Pruning Algorithm for Symbolic Regression	Jan 25, 2024	Interpretable Machine Learningregression	CodeCode Available	0	5
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing	Apr 8, 2024	regressionSymbolic Regression	CodeCode Available	0	5
Calabi-Yau Four/Five/Six-folds as P^n_w Hypersurfaces: Machine Learning, Approximation, and Generation	Nov 28, 2023	Symbolic Regression	CodeCode Available	0	5

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