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Symbolic Regression

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

Papers

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Showing 201–225 of 418 papers

TitleStatusHype
Optimal spanning tree reconstruction in symbolic regression—0
Order Estimation of Linear-Phase FIR Filters for DAC Equalization in Multiple Nyquist Bands—0
Parsing the Language of Expression: Enhancing Symbolic Regression with Domain-Aware Symbolic Priors—0
P(Expression|Grammar): Probability of deriving an algebraic expression with a probabilistic context-free grammar—0
Physical Constraint Embedded Neural Networks for inference and noise regulation—0
Predicting Friction System Performance with Symbolic Regression and Genetic Programming with Factor Variables—0
Prediction Intervals and Confidence Regions for Symbolic Regression Models based on Likelihood Profiles—0
Probabilistic Regular Tree Priors for Scientific Symbolic Reasoning—0
Prove Symbolic Regression is NP-hard by Symbol Graph—0
Quantifying Behavioural Distance Between Mathematical Expressions—0
Rediscovering orbital mechanics with machine learning—0
Reinforced Symbolic Learning with Logical Constraints for Predicting Turbine Blade Fatigue Life—0
Reinforcement Learning Based Symbolic Regression for Load Modeling—0
Role of Data-driven Regional Growth Model in Shaping Brain Folding Patterns—0
Shape-constrained Symbolic Regression -- Improving Extrapolation with Prior Knowledge—0
Shape-constrained Symbolic Regression with NSGA-III—0
Shape Constraints in Symbolic Regression using Penalized Least Squares—0
Sharpness-Aware Minimization for Evolutionary Feature Construction in Regression—0
Smooth Symbolic Regression: Transformation of Symbolic Regression into a Real-valued Optimization Problem—0
SPINEX_ Symbolic Regression: Similarity-based Symbolic Regression with Explainable Neighbors Exploration—0
Statistical Patterns in the Equations of Physics and the Emergence of a Meta-Law of Nature—0
Steel Phase Kinetics Modeling using Symbolic Regression—0
Swarm Programming Using Moth-Flame Optimization and Whale Optimization Algorithms—0
Symbolic expression generation via Variational Auto-Encoder—0
Symbolic Expression Transformer: A Computer Vision Approach for Symbolic Regression—0
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