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Symbolic Regression

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

Papers

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Showing 371–380 of 418 papers

TitleStatusHype
rEGGression: an Interactive and Agnostic Tool for the Exploration of Symbolic Regression ModelsCode0
A Generic Approach for Reproducible Model DistillationCode0
Automated discovery of symbolic laws governing skill acquisition from naturally occurring dataCode0
DALex: Lexicase-like Selection via Diverse AggregationCode0
Vertical Symbolic Regression via Deep Policy GradientCode0
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive HashingCode0
SA-GAT-SR: Self-Adaptable Graph Attention Networks with Symbolic Regression for high-fidelity material property predictionCode0
Context Matters: Adaptive Mutation for GrammarsCode0
In Context Learning and Reasoning for Symbolic Regression with Large Language ModelsCode0
Improving Memory Efficiency for Training KANs via Meta LearningCode0
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