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Symbolic Regression

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

Papers

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Showing 121–130 of 418 papers

TitleStatusHype
RSRM: Reinforcement Symbolic Regression Machine—0
DN-CL: Deep Symbolic Regression against Noise via Contrastive Learning—0
DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience—0
Discovering a reaction-diffusion model for Alzheimer's disease by combining PINNs with symbolic regression—0
Discovering Car-following Dynamics from Trajectory Data through Deep Learning—0
Discovering dynamical laws for speech gestures—0
Compression, Regularity, Randomness and Emergent Structure: Rethinking Physical Complexity in the Data-Driven Era—0
A Novel ML-driven Test Case Selection Approach for Enhancing the Performance of Grammatical Evolution—0
Complexity Measures for Multi-objective Symbolic Regression—0
Complexity-Aware Deep Symbolic Regression with Robust Risk-Seeking Policy Gradients—0
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