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Symbolic Regression

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

Papers

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Showing 351–375 of 418 papers

TitleStatusHype
ParFam -- (Neural Guided) Symbolic Regression Based on Continuous Global OptimizationCode0
Interaction-Transformation Evolutionary Algorithm for Symbolic RegressionCode0
A Seq2Seq approach to Symbolic RegressionCode0
Accelerating Genetic Programming using GPUsCode0
A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic RegressionCode0
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approachCode0
SymbolNet: Neural Symbolic Regression with Adaptive Dynamic Pruning for CompressionCode0
A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase selectionCode0
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific DiscoveryCode0
Priors for symbolic regressionCode0
Discovering the underlying analytic structure within Standard Model constants using artificial intelligenceCode0
Probabilistic Lexicase SelectionCode0
Univariate Skeleton Prediction in Multivariate Systems Using TransformersCode0
Analysing the Influence of Reorder Strategies for Cartesian Genetic ProgrammingCode0
PruneSymNet: A Symbolic Neural Network and Pruning Algorithm for Symbolic RegressionCode0
P-Tree ProgrammingCode0
AI-Assisted Discovery of Quantitative and Formal Models in Social ScienceCode0
Racing Control Variable Genetic Programming for Symbolic RegressionCode0
Data driven discovery of human mobility modelsCode0
Constructing Parsimonious Analytic Models for Dynamic Systems via Symbolic RegressionCode0
rEGGression: an Interactive and Agnostic Tool for the Exploration of Symbolic Regression ModelsCode0
A Generic Approach for Reproducible Model DistillationCode0
Automated discovery of symbolic laws governing skill acquisition from naturally occurring dataCode0
DALex: Lexicase-like Selection via Diverse AggregationCode0
Vertical Symbolic Regression via Deep Policy GradientCode0
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