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Symbolic Regression

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

Papers

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Showing 301–325 of 418 papers

TitleStatusHype
Symbolic Regression is NP-hard—0
Understanding Physical Effects for Effective Tool-use—0
Binary and Multinomial Classification through Evolutionary Symbolic Regression—0
Symbolic-Regression Boosting—0
Symbolic Regression in Materials Science: Discovering Interatomic Potentials from DataCode0
Symbolic Regression for Space Applications: Differentiable Cartesian Genetic Programming Powered by Multi-objective Memetic Algorithms—0
GSR: A Generalized Symbolic Regression Approach—0
Correlation versus RMSE Loss Functions in Symbolic Regression Tasks—0
Symbolic Expression Transformer: A Computer Vision Approach for Symbolic Regression—0
Taylor Genetic Programming for Symbolic Regression—0
Coefficient Mutation in the Gene-pool Optimal Mixing Evolutionary Algorithm for Symbolic Regression—0
Transformation-Interaction-Rational Representation for Symbolic RegressionCode0
Exploring Hidden Semantics in Neural Networks with Symbolic Regression—0
Automated Learning of Interpretable Models with Quantified Uncertainty—0
A Low-Cost Robot Science Kit for Education with Symbolic Regression for Hypothesis Discovery and Validation—0
Failed Disruption Propagation in Integer Genetic Programming—0
Explainable Artificial Intelligence for Exhaust Gas Temperature of Turbofan Engines—0
Neural-Network-Directed Genetic Programmer for Discovery of Governing Equations—0
Evolvability Degeneration in Multi-Objective Genetic Programming for Symbolic Regression—0
A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic RegressionCode0
Active Learning Improves Performance on Symbolic RegressionTasks in StackGP—0
Rediscovering orbital mechanics with machine learning—0
Deep Symbolic Regression for Recurrent Sequences—0
Augmenting astrophysical scaling relations with machine learning: application to reducing the Sunyaev-Zeldovich flux-mass scatterCode0
Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional Analysis and Symbolic Regression—0
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