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Symbolic Regression

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

Papers

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Showing 126–150 of 418 papers

TitleStatusHype
Interaction-Transformation Evolutionary Algorithm for Symbolic RegressionCode0
Interpretable Non-linear Survival Analysis with Evolutionary Symbolic RegressionCode0
Minimum variance threshold for epsilon-lexicase selectionCode0
In Context Learning and Reasoning for Symbolic Regression with Large Language ModelsCode0
Improving Genetic Programming for Symbolic Regression with Equality GraphsCode0
Improving Memory Efficiency for Training KANs via Meta LearningCode0
Grammar Variational AutoencoderCode0
Analysing the Influence of Reorder Strategies for Cartesian Genetic ProgrammingCode0
Glyph: Symbolic Regression ToolsCode0
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive HashingCode0
Explainable Fraud Detection with Deep Symbolic ClassificationCode0
Explainable Data-driven Modeling of Adsorption Energy in Heterogeneous CatalysisCode0
Evolving Form and Function: Dual-Objective Optimization in Neural Symbolic Regression NetworksCode0
GFN-SR: Symbolic Regression with Generative Flow NetworksCode0
Accelerating Genetic Programming using GPUsCode0
Discovering the underlying analytic structure within Standard Model constants using artificial intelligenceCode0
CTR-KAN: KAN for Adaptive High-Order Feature Interaction ModelingCode0
Enhancing Symbolic Regression with Quality-Diversity and Physics-Inspired ConstraintsCode0
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific DiscoveryCode0
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approachCode0
Automated Modeling Method for Pathloss Model DiscoveryCode0
Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic RegressionCode0
Epsilon-Lexicase Selection for RegressionCode0
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial EquationsCode0
P-Tree ProgrammingCode0
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