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Symbolic Regression

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

Papers

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Showing 81–90 of 418 papers

TitleStatusHype
H-FEX: A Symbolic Learning Method for Hamiltonian Systems—0
Structured Kolmogorov-Arnold Neural ODEs for Interpretable Learning and Symbolic Discovery of Nonlinear DynamicsCode0
Sparse Interpretable Deep Learning with LIES Networks for Symbolic RegressionCode0
Improving Memory Efficiency for Training KANs via Meta LearningCode0
DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience—0
Diffusion-Based Symbolic Regression—0
Automated Modeling Method for Pathloss Model DiscoveryCode0
Symbolic Foundation Regressor on Complex Networks—0
LLM-Meta-SR: Learning to Evolve Selection Operators for Symbolic Regression—0
Decoupling Representation and Learning in Genetic Programming: the LaSER Approach—0
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