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Symbolic Regression

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

Papers

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Showing 376–400 of 418 papers

TitleStatusHype
AI Feynman: a Physics-Inspired Method for Symbolic RegressionCode1
A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming—0
Improving Model-based Genetic Programming for Symbolic Regression of Small ExpressionsCode1
Constructing Parsimonious Analytic Models for Dynamic Systems via Symbolic RegressionCode0
Symbolic Regression Methods for Reinforcement Learning—0
Data-driven PDE discovery with evolutionary approach—0
Interaction-Transformation Evolutionary Algorithm for Symbolic RegressionCode0
Online Diversity Control in Symbolic Regression via a Fast Hash-based Tree Similarity Measure—0
Neural-Guided Symbolic Regression with Asymptotic ConstraintsCode0
Library Learning for Neurally-Guided Bayesian Program Induction—0
Learning Libraries of Subroutines for Neurally–Guided Bayesian Program Induction—0
Symbolic regression based genetic approximations of the Colebrook equation for flow friction—0
Linear Combination of Distance Measures for Surrogate Models in Genetic Programming—0
GP-RVM: Genetic Programing-based Symbolic Regression Using Relevance Vector Machine—0
Analysing Symbolic Regression Benchmarks under a Meta-Learning Approach—0
Where are we now? A large benchmark study of recent symbolic regression methodsCode0
Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic ProgrammingCode0
Towards Advanced Phenotypic Mutations in Cartesian Genetic Programming—0
Glyph: Symbolic Regression ToolsCode0
On the Generalizability of Linear and Non-Linear Region of Interest-Based Multivariate Regression Models for fMRI Data—0
A Greedy Search Tree Heuristic for Symbolic Regression—0
Interpretable Policies for Reinforcement Learning by Genetic Programming—0
Globally Optimal Symbolic Regression—0
A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase selectionCode0
P-Tree ProgrammingCode0
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