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Symbolic Regression

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

Papers

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Showing 151–160 of 418 papers

TitleStatusHype
Evolving Form and Function: Dual-Objective Optimization in Neural Symbolic Regression NetworksCode0
Explainable Fraud Detection with Deep Symbolic ClassificationCode0
Improving Memory Efficiency for Training KANs via Meta LearningCode0
Solving the 2D Advection-Diffusion Equation using Fixed-Depth Symbolic Regression and Symbolic Differentiation without Expression TreesCode0
Discovering dynamical laws for speech gestures—0
Discovering Car-following Dynamics from Trajectory Data through Deep Learning—0
Automated Learning of Interpretable Models with Quantified Uncertainty—0
Discovering a reaction-diffusion model for Alzheimer's disease by combining PINNs with symbolic regression—0
Discovering an interpretable mathematical expression for a full wind-turbine wake with artificial intelligence enhanced symbolic regression—0
A Machine Learning-based Approach for Solving Recurrence Relations and its use in Cost Analysis of Logic Programs—0
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