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Symbolic Regression

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

Papers

Showing 181190 of 418 papers

TitleStatusHype
Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming0
Generative Pre-Trained Transformer for Symbolic Regression Base In-Context Reinforcement Learning0
Genetic Programming Based Symbolic Regression for Analytical Solutions to Differential Equations0
Complexity-Aware Deep Symbolic Regression with Robust Risk-Seeking Policy Gradients0
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks0
Complexity Measures for Multi-objective Symbolic Regression0
Globally Optimal Symbolic Regression0
Global solar irradiation prediction using a multi-gene genetic programming approach0
Boosting SISSO Performance on Small Sample Datasets by Using Random Forests Prescreening for Complex Feature Selection0
Untangling the Effects of Down-Sampling and Selection in Genetic Programming0
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