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Symbolic Regression

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

Papers

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Showing 141–150 of 418 papers

TitleStatusHype
Learning Interpretable Network Dynamics via Universal Neural Symbolic Regression—0
GPT-Guided Monte Carlo Tree Search for Symbolic Regression in Financial Fraud Detection—0
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length—0
SPINEX_ Symbolic Regression: Similarity-based Symbolic Regression with Explainable Neighbors Exploration—0
Guiding Genetic Programming with Graph Neural Networks—0
Integrating Fuzzy Logic into Deep Symbolic Regression—0
Evaluating K-Fold Cross Validation for Transformer Based Symbolic Regression Models—0
In Context Learning and Reasoning for Symbolic Regression with Large Language ModelsCode0
ADAM-SINDy: An Efficient Optimization Framework for Parameterized Nonlinear Dynamical System Identification—0
Solving the 2D Advection-Diffusion Equation using Fixed-Depth Symbolic Regression and Symbolic Differentiation without Expression TreesCode0
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