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Symbolic Regression

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

Papers

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Showing 61–70 of 418 papers

TitleStatusHype
Chaos as an interpretable benchmark for forecasting and data-driven modellingCode1
Symbolic Learning to Optimize: Towards Interpretability and ScalabilityCode1
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
Contemporary Symbolic Regression Methods and their Relative PerformanceCode1
Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradientsCode1
Deep Learning and Symbolic Regression for Discovering Parametric EquationsCode1
Efficient Generator of Mathematical Expressions for Symbolic RegressionCode1
AI Descartes: Combining Data and Theory for Derivable Scientific DiscoveryCode1
Multi Expression Programming -- an in-depth descriptionCode1
Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold NetworksCode1
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